Filtered Combat Data 04-01 Profiling Report

Dataset statistics

Number of variables	46
Number of observations	11507
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	4.0 MiB
Average record size in memory	368.0 B

Variable types

Numeric	27
Text	18
Categorical	1

Alerts

`monster_number` is highly overall correlated with `monster_player_ratio` and 4 other fields	High correlation
`monster_player_ratio` is highly overall correlated with `monster_number` and 1 other fields	High correlation
`monster_total_level` is highly overall correlated with `party_total_level` and 1 other fields	High correlation
`party_level1_spellslots` is highly overall correlated with `party_level2_spellslots` and 12 other fields	High correlation
`party_level2_spellslots` is highly overall correlated with `party_level1_spellslots` and 11 other fields	High correlation
`party_level3_spellslots` is highly overall correlated with `party_level1_spellslots` and 6 other fields	High correlation
`party_level4_spellslots` is highly overall correlated with `party_level2_spellslots` and 5 other fields	High correlation
`party_level5_spellslots` is highly overall correlated with `party_level3_spellslots` and 4 other fields	High correlation
`party_level6_spellslots` is highly overall correlated with `party_level4_spellslots` and 4 other fields	High correlation
`party_level7_spellslots` is highly overall correlated with `party_level4_spellslots` and 4 other fields	High correlation
`party_level8_spellslots` is highly overall correlated with `party_level5_spellslots` and 3 other fields	High correlation
`party_level9_spellslots` is highly overall correlated with `party_level6_spellslots` and 2 other fields	High correlation
`party_size` is highly overall correlated with `monster_number` and 12 other fields	High correlation
`party_total_ac` is highly overall correlated with `party_level1_spellslots` and 12 other fields	High correlation
`party_total_charisma` is highly overall correlated with `party_level1_spellslots` and 11 other fields	High correlation
`party_total_constitution` is highly overall correlated with `monster_number` and 13 other fields	High correlation
`party_total_dexterity` is highly overall correlated with `party_level1_spellslots` and 10 other fields	High correlation
`party_total_intelligence` is highly overall correlated with `monster_number` and 12 other fields	High correlation
`party_total_level` is highly overall correlated with `monster_total_level` and 15 other fields	High correlation
`party_total_postcombat_hp` is highly overall correlated with `party_total_ac` and 4 other fields	High correlation
`party_total_precombat_hp` is highly overall correlated with `monster_total_level` and 14 other fields	High correlation
`party_total_prof_bonus` is highly overall correlated with `party_level1_spellslots` and 13 other fields	High correlation
`party_total_strength` is highly overall correlated with `party_level1_spellslots` and 10 other fields	High correlation
`party_total_wisdom` is highly overall correlated with `party_level1_spellslots` and 11 other fields	High correlation
`player_monster_ratio` is highly overall correlated with `monster_number` and 1 other fields	High correlation
`party_level9_spellslots` is highly imbalanced (87.8%)	Imbalance
`Unnamed: 0` has unique values	Unique
`combat_id` has unique values	Unique
`start_time` has unique values	Unique
`monsters_info` has unique values	Unique
`monster_total_level` has 321 (2.8%) zeros	Zeros
`party_level1_spellslots` has 2780 (24.2%) zeros	Zeros
`party_level2_spellslots` has 3943 (34.3%) zeros	Zeros
`party_level3_spellslots` has 6082 (52.9%) zeros	Zeros
`party_level4_spellslots` has 7990 (69.4%) zeros	Zeros
`party_level5_spellslots` has 8984 (78.1%) zeros	Zeros
`party_level6_spellslots` has 9985 (86.8%) zeros	Zeros
`party_level7_spellslots` has 10320 (89.7%) zeros	Zeros
`party_level8_spellslots` has 10624 (92.3%) zeros	Zeros
`party_total_postcombat_hp` has 345 (3.0%) zeros	Zeros
`party_total_hpratio` has 345 (3.0%) zeros	Zeros

Reproduction

Analysis started	2024-04-03 18:34:00.977121
Analysis finished	2024-04-03 18:35:01.120770
Duration	1 minute and 0.14 seconds
Software version	ydata-profiling vv4.7.0
Download configuration	config.json

Unnamed: 0
Real number (ℝ)

UNIQUE

Distinct	11507
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12349.383

Minimum	1
Maximum	24746
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1178.2
Q1	6087.5
median	12341
Q3	18559.5
95-th percentile	23540.7
Maximum	24746
Range	24745
Interquartile range (IQR)	12472

Descriptive statistics

Standard deviation	7168.6965
Coefficient of variation (CV)	0.58049026
Kurtosis	-1.205207
Mean	12349.383
Median Absolute Deviation (MAD)	6237
Skewness	0.0030453317
Sum	1.4210435 × 10⁸
Variance	51390210
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
16592	1	< 0.1%
16549	1	< 0.1%
16551	1	< 0.1%
16554	1	< 0.1%
16557	1	< 0.1%
16558	1	< 0.1%
16559	1	< 0.1%
16562	1	< 0.1%
16565	1	< 0.1%
Other values (11497)	11497	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
7	1	< 0.1%
10	1	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
15	1	< 0.1%
18	1	< 0.1%
19	1	< 0.1%
27	1	< 0.1%
29	1	< 0.1%

Value	Count	Frequency (%)
24746	1	< 0.1%
24744	1	< 0.1%
24742	1	< 0.1%
24741	1	< 0.1%
24739	1	< 0.1%
24732	1	< 0.1%
24731	1	< 0.1%
24730	1	< 0.1%
24728	1	< 0.1%
24725	1	< 0.1%

combat_id
Text

UNIQUE

Distinct	11507
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	90.0 KiB

Length

Max length	47
Median length	47
Mean length	47
Min length	47

Characters and Unicode

Total characters	540829
Distinct characters	17
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	11507 ?
Unique (%)	100.0%

Sample

1st row	1663969629-c5cb4fec-4e5a-4e34-8fd3-4b86d729dd80
2nd row	1667093704-73130db4-c26b-4778-a242-0b98c46adabc
3rd row	1662316101-ff0b283d-fbfe-497c-b139-2f0c0a48f0bd
4th row	1665031867-37c024ab-8ea8-4a95-8f27-7bed6426c383
5th row	1661703086-0acbaf03-f0dc-4884-bcfd-08bc33f68191

Value	Count	Frequency (%)
1663969629-c5cb4fec-4e5a-4e34-8fd3-4b86d729dd80	1	< 0.1%
1663466027-3113b6c6-55b4-4958-809e-6855c793e511	1	< 0.1%
1662685945-93cf5579-b8ae-497b-a7dc-48934ed677ee	1	< 0.1%
1663000378-e79ed9aa-f382-405f-9e8d-7284e65a1046	1	< 0.1%
1662316101-ff0b283d-fbfe-497c-b139-2f0c0a48f0bd	1	< 0.1%
1665031867-37c024ab-8ea8-4a95-8f27-7bed6426c383	1	< 0.1%
1661703086-0acbaf03-f0dc-4884-bcfd-08bc33f68191	1	< 0.1%
1668745287-8002d22f-a396-4bf1-9a64-e3e8e3688fe9	1	< 0.1%
1669430529-d8660dd7-c937-4943-b368-a7038bc84b4e	1	< 0.1%
1667705666-7304b590-ace6-45e1-bb6c-ff784927d515	1	< 0.1%
Other values (11497)	11497	99.9%

Most occurring characters

Value	Count	Frequency (%)
-	57535	10.6%
6	48753	9.0%
4	41118	7.6%
1	40883	7.6%
5	33944	6.3%
8	32831	6.1%
9	32390	6.0%
3	29887	5.5%
7	29862	5.5%
0	29241	5.4%
Other values (7)	164385	30.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	540829	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
-	57535	10.6%
6	48753	9.0%
4	41118	7.6%
1	40883	7.6%
5	33944	6.3%
8	32831	6.1%
9	32390	6.0%
3	29887	5.5%
7	29862	5.5%
0	29241	5.4%
Other values (7)	164385	30.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	540829	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
-	57535	10.6%
6	48753	9.0%
4	41118	7.6%
1	40883	7.6%
5	33944	6.3%
8	32831	6.1%
9	32390	6.0%
3	29887	5.5%
7	29862	5.5%
0	29241	5.4%
Other values (7)	164385	30.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	540829	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
-	57535	10.6%
6	48753	9.0%
4	41118	7.6%
1	40883	7.6%
5	33944	6.3%
8	32831	6.1%
9	32390	6.0%
3	29887	5.5%
7	29862	5.5%
0	29241	5.4%
Other values (7)	164385	30.4%

start_time
Real number (ℝ)

UNIQUE

Distinct	11507
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.6620282 × 10⁹

Minimum	1.6538179 × 10⁹
Maximum	1.6696757 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	1.6538179 × 10⁹
5-th percentile	1.6554411 × 10⁹
Q1	1.6585336 × 10⁹
median	1.662054 × 10⁹
Q3	1.6654145 × 10⁹
95-th percentile	1.6687429 × 10⁹
Maximum	1.6696757 × 10⁹
Range	15857838
Interquartile range (IQR)	6880890.1

Descriptive statistics

Standard deviation	4185413.9
Coefficient of variation (CV)	0.0025182569
Kurtosis	-1.0798586
Mean	1.6620282 × 10⁹
Median Absolute Deviation (MAD)	3451166.9
Skewness	0.01663754
Sum	1.9124958 × 10¹³
Variance	1.7517689 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1663969630	1	< 0.1%
1657158975	1	< 0.1%
1668702014	1	< 0.1%
1662773034	1	< 0.1%
1664936635	1	< 0.1%
1669352443	1	< 0.1%
1662344125	1	< 0.1%
1666064426	1	< 0.1%
1657459849	1	< 0.1%
1655309692	1	< 0.1%
Other values (11497)	11497	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1653817903	1	< 0.1%
1653869872	1	< 0.1%
1653870266	1	< 0.1%
1653872787	1	< 0.1%
1653896334	1	< 0.1%
1653898295	1	< 0.1%
1653898977	1	< 0.1%
1653924516	1	< 0.1%
1653925023	1	< 0.1%
1653931305	1	< 0.1%

Value	Count	Frequency (%)
1669675741	1	< 0.1%
1669675208	1	< 0.1%
1669674609	1	< 0.1%
1669672729	1	< 0.1%
1669670779	1	< 0.1%
1669670000	1	< 0.1%
1669669753	1	< 0.1%
1669669707	1	< 0.1%
1669669617	1	< 0.1%
1669668659	1	< 0.1%

player_ids
Text

Distinct	4099
Distinct (%)	35.6%
Missing	0
Missing (%)	0.0%
Memory size	90.0 KiB

Length

Max length	198
Median length	22
Mean length	45.891023
Min length	22

Characters and Unicode

Total characters	528068
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3035 ?
Unique (%)	26.4%

Sample

1st row	['198813640578542210', '276755891880615063', '753313111965843135']
2nd row	['177558997848408361']
3rd row	['196558367709637569', '263880573407494191', '278328381340542754', '583320224080630228']
4th row	['645474316434980766']
5th row	['423192139884408071']

Value	Count	Frequency (%)
156982178525322073	382	1.6%
483720663430960073	372	1.5%
956450128256143536	371	1.5%
252849683418778978	366	1.5%
321444462285149813	357	1.5%
192437459265741711	333	1.4%
317968008767343912	326	1.4%
264055759207672591	303	1.3%
257310588978331107	295	1.2%
287147463172552760	212	0.9%
Other values (1845)	20686	86.2%

Most occurring characters

Value	Count	Frequency (%)
2	49659	9.4%
1	49063	9.3%
'	48006	9.1%
7	46021	8.7%
3	45373	8.6%
6	42171	8.0%
4	40907	7.7%
8	40843	7.7%
5	40497	7.7%
0	39430	7.5%
Other values (5)	86098	16.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	528068	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	49659	9.4%
1	49063	9.3%
'	48006	9.1%
7	46021	8.7%
3	45373	8.6%
6	42171	8.0%
4	40907	7.7%
8	40843	7.7%
5	40497	7.7%
0	39430	7.5%
Other values (5)	86098	16.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	528068	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	49659	9.4%
1	49063	9.3%
'	48006	9.1%
7	46021	8.7%
3	45373	8.6%
6	42171	8.0%
4	40907	7.7%
8	40843	7.7%
5	40497	7.7%
0	39430	7.5%
Other values (5)	86098	16.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	528068	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	49659	9.4%
1	49063	9.3%
'	48006	9.1%
7	46021	8.7%
3	45373	8.6%
6	42171	8.0%
4	40907	7.7%
8	40843	7.7%
5	40497	7.7%
0	39430	7.5%
Other values (5)	86098	16.3%

player_info
Text

Distinct	10015
Distinct (%)	87.0%
Missing	0
Missing (%)	0.0%
Memory size	90.0 KiB

Length

Max length	5004
Median length	3208
Mean length	786.39784
Min length	346

Characters and Unicode

Total characters	9049080
Distinct characters	56
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9249 ?
Unique (%)	80.4%

Sample

1st row	[{'hp_ratio': (147, 147), 'class': [('Fighter', 13)], 'slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 19, 'stats': {'prof_bonus': 5, 'strength': 20, 'dexterity': 12, 'constitution': 20, 'intelligence': 10, 'wisdom': 17, 'charisma': 10}}, {'hp_ratio': None, 'class': [('Paladin', 7), ('Fighter', 1)], 'slots': {'1': 4, '2': 3, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 4, '2': 3, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 19, 'stats': {'prof_bonus': 3, 'strength': 19, 'dexterity': 10, 'constitution': 16, 'intelligence': 9, 'wisdom': 12, 'charisma': 20}}, {'hp_ratio': (20, 58), 'class': [('Paladin', 6)], 'slots': {'1': 4, '2': 2, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 4, '2': 2, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 11, 'stats': {'prof_bonus': 3, 'strength': 16, 'dexterity': 12, 'constitution': 16, 'intelligence': 10, 'wisdom': 10, 'charisma': 20}}]
2nd row	[{'hp_ratio': (0, 23), 'class': [('Warlock', 4)], 'slots': {'1': 0, '2': 2, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 0, '2': 2, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 19, 'stats': {'prof_bonus': 2, 'strength': 20, 'dexterity': 9, 'constitution': 10, 'intelligence': 12, 'wisdom': 14, 'charisma': 19}}]
3rd row	[{'hp_ratio': (133, 238), 'class': [('Fighter', 18)], 'slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 19, 'stats': {'prof_bonus': 6, 'strength': 20, 'dexterity': 8, 'constitution': 20, 'intelligence': 9, 'wisdom': 13, 'charisma': 14}}, {'hp_ratio': (116, 116), 'class': [('Blood Hunter', 16)], 'slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 17, 'stats': {'prof_bonus': 5, 'strength': 11, 'dexterity': 20, 'constitution': 12, 'intelligence': 11, 'wisdom': 18, 'charisma': 9}}, {'hp_ratio': (117, 155), 'class': [('Monk', 13), ('Cleric', 6)], 'slots': {'1': 4, '2': 3, '3': 3, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 4, '2': 3, '3': 3, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 21, 'stats': {'prof_bonus': 6, 'strength': 10, 'dexterity': 20, 'constitution': 16, 'intelligence': 9, 'wisdom': 20, 'charisma': 13}}, {'hp_ratio': None, 'class': [('Sorcerer', 16), ('Bard', 3)], 'slots': {'1': 4, '2': 3, '3': 3, '4': 3, '5': 3, '6': 2, '7': 1, '8': 1, '9': 1}, 'max_slots': {'1': 4, '2': 3, '3': 3, '4': 3, '5': 3, '6': 2, '7': 1, '8': 1, '9': 1}, 'ac': 19, 'stats': {'prof_bonus': 6, 'strength': 14, 'dexterity': 10, 'constitution': 20, 'intelligence': 8, 'wisdom': 13, 'charisma': 20}}]
4th row	[{'hp_ratio': (107, 107), 'class': [('Druid', 13)], 'slots': {'1': 4, '2': 3, '3': 3, '4': 3, '5': 2, '6': 1, '7': 1, '8': 0, '9': 0}, 'max_slots': {'1': 4, '2': 3, '3': 3, '4': 3, '5': 2, '6': 1, '7': 1, '8': 0, '9': 0}, 'ac': 19, 'stats': {'prof_bonus': 5, 'strength': 10, 'dexterity': 16, 'constitution': 16, 'intelligence': 10, 'wisdom': 20, 'charisma': 12}}]
5th row	[{'hp_ratio': (147, 147), 'class': [('Fighter', 13)], 'slots': {'1': 0, '2': 1, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 0, '2': 1, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 22, 'stats': {'prof_bonus': 5, 'strength': 20, 'dexterity': 8, 'constitution': 20, 'intelligence': 12, 'wisdom': 13, 'charisma': 10}}]

Value	Count	Frequency (%)
0	346484	22.8%
3	103545	6.8%
2	81161	5.3%
4	78033	5.1%
1	68187	4.5%
8	61812	4.1%
5	57464	3.8%
6	56050	3.7%
9	55932	3.7%
7	52429	3.4%
Other values (329)	561610	36.9%

Most occurring characters

Value	Count	Frequency (%)
'	1596728	17.6%
	1511200	16.7%
:	763871	8.4%
,	746699	8.3%
0	383647	4.2%
t	325991	3.6%
s	320333	3.5%
1	238723	2.6%
i	215660	2.4%
o	210917	2.3%
Other values (46)	2735311	30.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9049080	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
'	1596728	17.6%
	1511200	16.7%
:	763871	8.4%
,	746699	8.3%
0	383647	4.2%
t	325991	3.6%
s	320333	3.5%
1	238723	2.6%
i	215660	2.4%
o	210917	2.3%
Other values (46)	2735311	30.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9049080	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
'	1596728	17.6%
	1511200	16.7%
:	763871	8.4%
,	746699	8.3%
0	383647	4.2%
t	325991	3.6%
s	320333	3.5%
1	238723	2.6%
i	215660	2.4%
o	210917	2.3%
Other values (46)	2735311	30.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9049080	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
'	1596728	17.6%
	1511200	16.7%
:	763871	8.4%
,	746699	8.3%
0	383647	4.2%
t	325991	3.6%
s	320333	3.5%
1	238723	2.6%
i	215660	2.4%
o	210917	2.3%
Other values (46)	2735311	30.2%

monsters_info
Text

UNIQUE

Distinct	11507
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	90.0 KiB

Length

Max length	23938
Median length	5835
Mean length	421.47223
Min length	115

Characters and Unicode

Total characters	4849881
Distinct characters	160
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	11507 ?
Unique (%)	100.0%

Sample

1st row	[{'monster_id': 'af27cde4-5fca-42ed-a676-3ffec286601c', 'monster_code': 'GH1', 'monster_name': 'Ghoul', 'level': 1.0}, {'monster_id': '5f73b515-afca-48fa-9b87-3f53d718cc57', 'monster_code': 'NS1', 'monster_name': 'Nightveil Specter', 'level': 10.0}, {'monster_id': 'b9b9e516-a047-4db0-922c-080060c76383', 'monster_code': 'GH1', 'monster_name': 'Ghoul', 'level': 1.0}, {'monster_id': '64f8d6c2-8c1a-4896-a0e4-7fb2f4f1f526', 'monster_code': 'WR1', 'monster_name': 'Wraith', 'level': 5.0}, {'monster_id': 'abfed520-dd1e-4d1c-af63-d0818be5d09f', 'monster_code': 'MU1', 'monster_name': 'Mummy', 'level': 3.0}, {'monster_id': 'b62e450b-07dc-4e02-a5b0-6543b4ec02a9', 'monster_code': 'GH1', 'monster_name': 'Ghoul', 'level': 1.0}, {'monster_id': '76092654-606a-4cff-9160-4944ae1c1780', 'monster_code': 'BO1', 'monster_name': 'Boneless', 'level': 1.0}, {'monster_id': '2ef9d2a7-3751-48c5-b4e5-8b2a36e9c55a', 'monster_code': 'MA1', 'monster_name': 'Manes', 'level': 0.125}, {'monster_id': '6d1d38e8-b118-4bb7-8cfe-7c356d55f519', 'monster_code': 'VR1', 'monster_name': 'Vrock', 'level': 6.0}, {'monster_id': '70f6ee1e-ab05-4879-af89-3df127b696d3', 'monster_code': 'BD1', 'monster_name': 'Bearded Devil', 'level': 3.0}, {'monster_id': '4cfa2697-e6cf-4b89-b4aa-98dbc66f93da', 'monster_code': 'YMZ1', 'monster_name': 'Yellow Musk Zombie', 'level': 0.25}]
2nd row	[{'monster_id': '4c7d90bb-9255-44a9-aa4e-f6ffa1fa9000', 'monster_code': 'GR1', 'monster_name': 'Giant Rat', 'level': 0.125}, {'monster_id': 'b5491d16-ca83-4996-82d1-41d1ec1b7db6', 'monster_code': 'GR2', 'monster_name': 'Giant Rat', 'level': 0.125}, {'monster_id': '6ede1067-ed54-42bb-9ce2-14068477164c', 'monster_code': 'GR3', 'monster_name': 'Giant Rat', 'level': 0.125}, {'monster_id': '15406585-e135-4bde-b13a-95e9039052c4', 'monster_code': 'GR1', 'monster_name': 'Giant Rat', 'level': 0.125}, {'monster_id': 'cba094e4-cbda-4cb3-b96d-6783a378cba9', 'monster_code': 'GR3', 'monster_name': 'Giant Rat', 'level': 0.125}, {'monster_id': '535a9ef0-3c3c-4719-824c-761ee6ba0675', 'monster_code': 'SoR1', 'monster_name': 'Swarm of Rats', 'level': 0.25}, {'monster_id': '18ae3599-3f5f-434c-abf4-08985400956c', 'monster_code': 'GR1', 'monster_name': 'Giant Rat', 'level': 0.125}, {'monster_id': '5b665adc-16fb-4a81-93da-3476c692d470', 'monster_code': 'GR2', 'monster_name': 'Giant Rat', 'level': 0.125}, {'monster_id': '5369b5d1-45e9-4242-8a9b-1d4280822a1e', 'monster_code': 'GR3', 'monster_name': 'Giant Rat', 'level': 0.125}, {'monster_id': '5a49cbdf-9890-4826-bb02-98a9f60cf367', 'monster_code': 'SoR1', 'monster_name': 'Swarm of Rats', 'level': 0.25}, {'monster_id': 'f752f71e-0840-4f4c-af8e-73cd169acf8a', 'monster_code': 'GR1', 'monster_name': 'Giant Rat', 'level': 0.125}, {'monster_id': 'ff186863-f2ab-40f0-b194-8e2f4965b444', 'monster_code': 'GR2', 'monster_name': 'Giant Rat', 'level': 0.125}, {'monster_id': '62baee43-b320-414a-b2fb-1010a1635bf0', 'monster_code': 'GR3', 'monster_name': 'Giant Rat', 'level': 0.125}, {'monster_id': '0162fa37-9f5a-4be5-b820-437ef078ae4e', 'monster_code': 'SoR1', 'monster_name': 'Swarm of Rats', 'level': 0.25}, {'monster_id': 'd1084b11-b70b-4b0b-826d-ef22e6237863', 'monster_code': 'SoR2', 'monster_name': 'Swarm of Rats', 'level': 0.25}]
3rd row	[{'monster_id': '5b6213ac-cff6-416c-a8f0-784730069478', 'monster_code': 'ARD1', 'monster_name': 'Adult Red Dragon', 'level': 17.0}, {'monster_id': '27bec593-43b4-45b5-894c-59e88426f0e6', 'monster_code': 'Galileo', 'monster_name': 'Aberrant Spirit', 'level': 0.125}, {'monster_id': '9ab5e823-ad13-410d-900d-be441f25fdf4', 'monster_code': 'FG2', 'monster_name': 'Frost Giant', 'level': 8.0}, {'monster_id': '41241090-6ed8-4b07-a8a3-3b9acde4d593', 'monster_code': 'FG1', 'monster_name': 'Frost Giant', 'level': 8.0}, {'monster_id': '9d8e5263-4270-449b-8286-72980342d5ee', 'monster_code': 'BU1', 'monster_name': 'Bulette', 'level': 5.0}, {'monster_id': 'a2f438da-b6c0-4ed0-b1f3-73954c416080', 'monster_code': 'BU2', 'monster_name': 'Bulette', 'level': 5.0}, {'monster_id': 'b6c2dfcf-f5d4-47f4-a9fe-5063a5609d97', 'monster_code': 'BU3', 'monster_name': 'Bulette', 'level': 5.0}, {'monster_id': '467c09bd-9a77-472a-a881-4694e963f20a', 'monster_code': 'YRD1', 'monster_name': 'Young Red Dragon', 'level': 10.0}]
4th row	[{'monster_id': 'b2cd27b1-6e9e-42cb-bd32-9babc3c733eb', 'monster_code': 'TNC1', 'monster_name': 'Tooth-N-Claw', 'level': 3.0}, {'monster_id': '82c5d818-6226-43fd-967f-caa4cce78f2b', 'monster_code': 'SPB1', 'monster_name': 'Skeletal Polar Bear', 'level': 2.0}, {'monster_id': '4c203c45-e419-4e01-bfd8-d7dbe6b220cb', 'monster_code': 'MI1', 'monster_name': 'Mimic', 'level': 2.0}, {'monster_id': '7b68f331-3930-40f6-9ea2-199df1b2ce4b', 'monster_code': 'TA1', 'monster_name': 'Tanarukk', 'level': 5.0}]
5th row	[{'monster_id': '7c3aef0b-1606-46a7-92c9-5a43e46ab5ba', 'monster_code': 'ML1', 'monster_name': 'Mummy Lord', 'level': 15.0}]

Value	Count	Frequency (%)
level	39223	11.6%
monster_id	39171	11.6%
monster_code	39171	11.6%
monster_name	39171	11.6%
0.25	5332	1.6%
1.0	3849	1.1%
2.0	3787	1.1%
0.125	3722	1.1%
0.5	3262	1.0%
6.0	2852	0.8%
Other values (47258)	157305	46.7%

Most occurring characters

Value	Count	Frequency (%)
'	548143	11.3%
e	382842	7.9%
	325340	6.7%
o	185801	3.8%
n	180629	3.7%
m	165643	3.4%
d	163276	3.4%
-	157543	3.2%
a	157155	3.2%
:	156693	3.2%
Other values (150)	2426816	50.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4849881	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
'	548143	11.3%
e	382842	7.9%
	325340	6.7%
o	185801	3.8%
n	180629	3.7%
m	165643	3.4%
d	163276	3.4%
-	157543	3.2%
a	157155	3.2%
:	156693	3.2%
Other values (150)	2426816	50.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4849881	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
'	548143	11.3%
e	382842	7.9%
	325340	6.7%
o	185801	3.8%
n	180629	3.7%
m	165643	3.4%
d	163276	3.4%
-	157543	3.2%
a	157155	3.2%
:	156693	3.2%
Other values (150)	2426816	50.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4849881	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
'	548143	11.3%
e	382842	7.9%
	325340	6.7%
o	185801	3.8%
n	180629	3.7%
m	165643	3.4%
d	163276	3.4%
-	157543	3.2%
a	157155	3.2%
:	156693	3.2%
Other values (150)	2426816	50.0%

party_size
Real number (ℝ)

HIGH CORRELATION

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0859477

Minimum	1
Maximum	9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	3
95-th percentile	5
Maximum	9
Range	8
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.5433928
Coefficient of variation (CV)	0.73990005
Kurtosis	0.93529415
Mean	2.0859477
Median Absolute Deviation (MAD)	0
Skewness	1.3594551
Sum	24003
Variance	2.3820613
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	6391	55.5%
2	1913	16.6%
4	949	8.2%
3	928	8.1%
5	902	7.8%
6	316	2.7%
7	74	0.6%
8	24	0.2%
9	10	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	6391	55.5%
2	1913	16.6%
3	928	8.1%
4	949	8.2%
5	902	7.8%
6	316	2.7%
7	74	0.6%
8	24	0.2%
9	10	0.1%

Value	Count	Frequency (%)
9	10	0.1%
8	24	0.2%
7	74	0.6%
6	316	2.7%
5	902	7.8%
4	949	8.2%
3	928	8.1%
2	1913	16.6%
1	6391	55.5%

total_slots
Text

Distinct	2252
Distinct (%)	19.6%
Missing	0
Missing (%)	0.0%
Memory size	90.0 KiB

Length

Max length	77
Median length	72
Mean length	72.208395
Min length	72

Characters and Unicode

Total characters	830902
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1618 ?
Unique (%)	14.1%

Sample

1st row	{'1': 8, '2': 5, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}
2nd row	{'1': 0, '2': 2, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}
3rd row	{'1': 8, '2': 6, '3': 6, '4': 3, '5': 3, '6': 2, '7': 1, '8': 1, '9': 1}
4th row	{'1': 4, '2': 3, '3': 3, '4': 3, '5': 2, '6': 1, '7': 1, '8': 0, '9': 0}
5th row	{'1': 0, '2': 1, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}

Value	Count	Frequency (%)
0	71689	34.6%
3	20049	9.7%
2	16927	8.2%
1	16403	7.9%
4	15510	7.5%
6	13802	6.7%
5	13055	6.3%
8	12855	6.2%
7	12240	5.9%
9	12198	5.9%
Other values (24)	2398	1.2%

Most occurring characters

Value	Count	Frequency (%)
'	207126	24.9%
	195619	23.5%
:	103563	12.5%
,	92056	11.1%
0	72138	8.7%
3	20206	2.4%
1	19102	2.3%
2	17639	2.1%
4	15718	1.9%
6	13991	1.7%
Other values (6)	73744	8.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	830902	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
'	207126	24.9%
	195619	23.5%
:	103563	12.5%
,	92056	11.1%
0	72138	8.7%
3	20206	2.4%
1	19102	2.3%
2	17639	2.1%
4	15718	1.9%
6	13991	1.7%
Other values (6)	73744	8.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	830902	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
'	207126	24.9%
	195619	23.5%
:	103563	12.5%
,	92056	11.1%
0	72138	8.7%
3	20206	2.4%
1	19102	2.3%
2	17639	2.1%
4	15718	1.9%
6	13991	1.7%
Other values (6)	73744	8.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	830902	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
'	207126	24.9%
	195619	23.5%
:	103563	12.5%
,	92056	11.1%
0	72138	8.7%
3	20206	2.4%
1	19102	2.3%
2	17639	2.1%
4	15718	1.9%
6	13991	1.7%
Other values (6)	73744	8.9%

total_max_slots
Text

Distinct	1525
Distinct (%)	13.3%
Missing	0
Missing (%)	0.0%
Memory size	90.0 KiB

Length

Max length	77
Median length	72
Mean length	72.240289
Min length	72

Characters and Unicode

Total characters	831269
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	950 ?
Unique (%)	8.3%

Sample

1st row	{'1': 8, '2': 5, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}
2nd row	{'1': 0, '2': 2, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}
3rd row	{'1': 8, '2': 6, '3': 6, '4': 3, '5': 3, '6': 2, '7': 1, '8': 1, '9': 1}
4th row	{'1': 4, '2': 3, '3': 3, '4': 3, '5': 2, '6': 1, '7': 1, '8': 0, '9': 0}
5th row	{'1': 0, '2': 1, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}

Value	Count	Frequency (%)
0	70694	34.1%
3	20745	10.0%
2	16589	8.0%
1	15981	7.7%
4	15711	7.6%
6	14113	6.8%
8	13166	6.4%
5	12963	6.3%
9	12336	6.0%
7	12063	5.8%
Other values (26)	2765	1.3%

Most occurring characters

Value	Count	Frequency (%)
'	207126	24.9%
	195619	23.5%
:	103563	12.5%
,	92056	11.1%
0	71126	8.6%
3	20925	2.5%
1	19002	2.3%
2	17544	2.1%
4	15977	1.9%
6	14356	1.7%
Other values (6)	73975	8.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	831269	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
'	207126	24.9%
	195619	23.5%
:	103563	12.5%
,	92056	11.1%
0	71126	8.6%
3	20925	2.5%
1	19002	2.3%
2	17544	2.1%
4	15977	1.9%
6	14356	1.7%
Other values (6)	73975	8.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	831269	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
'	207126	24.9%
	195619	23.5%
:	103563	12.5%
,	92056	11.1%
0	71126	8.6%
3	20925	2.5%
1	19002	2.3%
2	17544	2.1%
4	15977	1.9%
6	14356	1.7%
Other values (6)	73975	8.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	831269	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
'	207126	24.9%
	195619	23.5%
:	103563	12.5%
,	92056	11.1%
0	71126	8.6%
3	20925	2.5%
1	19002	2.3%
2	17544	2.1%
4	15977	1.9%
6	14356	1.7%
Other values (6)	73975	8.9%

party_classes_with_level
Text

Distinct	5867
Distinct (%)	51.0%
Missing	0
Missing (%)	0.0%
Memory size	90.0 KiB

Length

Max length	288
Median length	201
Mean length	46.75667
Min length	2

Characters and Unicode

Total characters	538029
Distinct characters	43
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4716 ?
Unique (%)	41.0%

Sample

1st row	[('Fighter', 13), ('Paladin', 7), ('Fighter', 1), ('Paladin', 6)]
2nd row	[('Warlock', 4)]
3rd row	[('Fighter', 18), ('Blood Hunter', 16), ('Monk', 13), ('Cleric', 6), ('Sorcerer', 16), ('Bard', 3)]
4th row	[('Druid', 13)]
5th row	[('Fighter', 13)]

Value	Count	Frequency (%)
fighter	5037	7.2%
1	4493	6.5%
3	4483	6.4%
2	4224	6.1%
5	4049	5.8%
4	3897	5.6%
warlock	3635	5.2%
rogue	3450	5.0%
cleric	3397	4.9%
6	3151	4.5%
Other values (25)	29808	42.8%

Most occurring characters

Value	Count	Frequency (%)
'	68986	12.8%
	58117	10.8%
,	57487	10.7%
(	34493	6.4%
)	34493	6.4%
r	34017	6.3%
a	23462	4.4%
e	19687	3.7%
i	18532	3.4%
o	12990	2.4%
Other values (33)	175765	32.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	538029	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
'	68986	12.8%
	58117	10.8%
,	57487	10.7%
(	34493	6.4%
)	34493	6.4%
r	34017	6.3%
a	23462	4.4%
e	19687	3.7%
i	18532	3.4%
o	12990	2.4%
Other values (33)	175765	32.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	538029	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
'	68986	12.8%
	58117	10.8%
,	57487	10.7%
(	34493	6.4%
)	34493	6.4%
r	34017	6.3%
a	23462	4.4%
e	19687	3.7%
i	18532	3.4%
o	12990	2.4%
Other values (33)	175765	32.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	538029	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
'	68986	12.8%
	58117	10.8%
,	57487	10.7%
(	34493	6.4%
)	34493	6.4%
r	34017	6.3%
a	23462	4.4%
e	19687	3.7%
i	18532	3.4%
o	12990	2.4%
Other values (33)	175765	32.7%

party_total_class_composition
Text

Distinct	3903
Distinct (%)	33.9%
Missing	0
Missing (%)	0.0%
Memory size	90.0 KiB

Length

Max length	198
Median length	137
Mean length	31.313983
Min length	2

Characters and Unicode

Total characters	360330
Distinct characters	31
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3331 ?
Unique (%)	28.9%

Sample

1st row	['Fighter', 'Paladin', 'Fighter', 'Paladin']
2nd row	['Warlock']
3rd row	['Fighter', 'Blood Hunter', 'Monk', 'Cleric', 'Sorcerer', 'Bard']
4th row	['Druid']
5th row	['Fighter']

Value	Count	Frequency (%)
fighter	5037	14.3%
warlock	3635	10.3%
rogue	3450	9.8%
cleric	3397	9.7%
wizard	3129	8.9%
paladin	2899	8.3%
sorcerer	2700	7.7%
barbarian	2436	6.9%
monk	1963	5.6%
bard	1810	5.2%
Other values (5)	4675	13.3%

Most occurring characters

Value	Count	Frequency (%)
'	68986	19.1%
r	34017	9.4%
	23624	6.6%
a	23462	6.5%
,	22994	6.4%
e	19687	5.5%
i	18532	5.1%
o	12990	3.6%
]	11507	3.2%
[	11507	3.2%
Other values (21)	113024	31.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	360330	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
'	68986	19.1%
r	34017	9.4%
	23624	6.6%
a	23462	6.5%
,	22994	6.4%
e	19687	5.5%
i	18532	5.1%
o	12990	3.6%
]	11507	3.2%
[	11507	3.2%
Other values (21)	113024	31.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	360330	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
'	68986	19.1%
r	34017	9.4%
	23624	6.6%
a	23462	6.5%
,	22994	6.4%
e	19687	5.5%
i	18532	5.1%
o	12990	3.6%
]	11507	3.2%
[	11507	3.2%
Other values (21)	113024	31.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	360330	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
'	68986	19.1%
r	34017	9.4%
	23624	6.6%
a	23462	6.5%
,	22994	6.4%
e	19687	5.5%
i	18532	5.1%
o	12990	3.6%
]	11507	3.2%
[	11507	3.2%
Other values (21)	113024	31.4%

player_individual_hp_ratios
Text

Distinct	7460
Distinct (%)	64.8%
Missing	0
Missing (%)	0.0%
Memory size	90.0 KiB

Length

Max length	103
Median length	93
Mean length	21.241853
Min length	8

Characters and Unicode

Total characters	244430
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6478 ?
Unique (%)	56.3%

Sample

1st row	[(147, 147), (20, 58)]
2nd row	[(0, 23)]
3rd row	[(133, 238), (116, 116), (117, 155)]
4th row	[(107, 107)]
5th row	[(147, 147)]

Value	Count	Frequency (%)
31	1109	2.3%
38	1024	2.1%
0	1008	2.1%
44	930	2.0%
24	917	1.9%
27	907	1.9%
45	876	1.8%
52	806	1.7%
43	805	1.7%
32	761	1.6%
Other values (300)	38541	80.8%

Most occurring characters

Value	Count	Frequency (%)
,	36177	14.8%
	36177	14.8%
(	23842	9.8%
)	23842	9.8%
1	16974	6.9%
3	13689	5.6%
2	12684	5.2%
4	12157	5.0%
[	11507	4.7%
]	11507	4.7%
Other values (6)	45874	18.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	244430	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
,	36177	14.8%
	36177	14.8%
(	23842	9.8%
)	23842	9.8%
1	16974	6.9%
3	13689	5.6%
2	12684	5.2%
4	12157	5.0%
[	11507	4.7%
]	11507	4.7%
Other values (6)	45874	18.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	244430	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
,	36177	14.8%
	36177	14.8%
(	23842	9.8%
)	23842	9.8%
1	16974	6.9%
3	13689	5.6%
2	12684	5.2%
4	12157	5.0%
[	11507	4.7%
]	11507	4.7%
Other values (6)	45874	18.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	244430	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
,	36177	14.8%
	36177	14.8%
(	23842	9.8%
)	23842	9.8%
1	16974	6.9%
3	13689	5.6%
2	12684	5.2%
4	12157	5.0%
[	11507	4.7%
]	11507	4.7%
Other values (6)	45874	18.8%

player_individual_ac
Text

Distinct	3134
Distinct (%)	27.2%
Missing	0
Missing (%)	0.0%
Memory size	90.0 KiB

Length

Max length	56
Median length	4
Mean length	8.5636569
Min length	3

Characters and Unicode

Total characters	98542
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2658 ?
Unique (%)	23.1%

Sample

1st row	[19, 19, 11]
2nd row	[19]
3rd row	[19, 17, 21, 19]
4th row	[19]
5th row	[22]

Value	Count	Frequency (%)
18	4131	16.8%
16	3332	13.5%
17	3114	12.6%
19	2540	10.3%
15	2358	9.6%
14	1895	7.7%
20	1729	7.0%
13	1202	4.9%
12	932	3.8%
21	847	3.4%
Other values (18)	2561	10.4%

Most occurring characters

Value	Count	Frequency (%)
1	21458	21.8%
,	13134	13.3%
	13134	13.3%
[	11507	11.7%
]	11507	11.7%
2	6142	6.2%
8	4152	4.2%
6	3448	3.5%
7	3139	3.2%
9	2562	2.6%
Other values (4)	8359	8.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	98542	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	21458	21.8%
,	13134	13.3%
	13134	13.3%
[	11507	11.7%
]	11507	11.7%
2	6142	6.2%
8	4152	4.2%
6	3448	3.5%
7	3139	3.2%
9	2562	2.6%
Other values (4)	8359	8.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	98542	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	21458	21.8%
,	13134	13.3%
	13134	13.3%
[	11507	11.7%
]	11507	11.7%
2	6142	6.2%
8	4152	4.2%
6	3448	3.5%
7	3139	3.2%
9	2562	2.6%
Other values (4)	8359	8.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	98542	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	21458	21.8%
,	13134	13.3%
	13134	13.3%
[	11507	11.7%
]	11507	11.7%
2	6142	6.2%
8	4152	4.2%
6	3448	3.5%
7	3139	3.2%
9	2562	2.6%
Other values (4)	8359	8.5%

player_individual_prof_bonus
Text

Distinct	686
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Memory size	90.0 KiB

Length

Max length	42
Median length	3
Mean length	6.4241766
Min length	3

Characters and Unicode

Total characters	73923
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	419 ?
Unique (%)	3.6%

Sample

1st row	[5, 3, 3]
2nd row	[2]
3rd row	[6, 5, 6, 6]
4th row	[5]
5th row	[5]

Value	Count	Frequency (%)
3	9725	39.5%
2	6578	26.7%
4	4246	17.2%
5	2306	9.4%
6	1755	7.1%
7	30	0.1%
1	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
,	13134	17.8%
	13134	17.8%
[	11507	15.6%
]	11507	15.6%
3	9725	13.2%
2	6578	8.9%
4	4246	5.7%
5	2306	3.1%
6	1755	2.4%
7	30	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	73923	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
,	13134	17.8%
	13134	17.8%
[	11507	15.6%
]	11507	15.6%
3	9725	13.2%
2	6578	8.9%
4	4246	5.7%
5	2306	3.1%
6	1755	2.4%
7	30	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	73923	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
,	13134	17.8%
	13134	17.8%
[	11507	15.6%
]	11507	15.6%
3	9725	13.2%
2	6578	8.9%
4	4246	5.7%
5	2306	3.1%
6	1755	2.4%
7	30	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	73923	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
,	13134	17.8%
	13134	17.8%
[	11507	15.6%
]	11507	15.6%
3	9725	13.2%
2	6578	8.9%
4	4246	5.7%
5	2306	3.1%
6	1755	2.4%
7	30	< 0.1%

player_individual_strength
Text

Distinct	3208
Distinct (%)	27.9%
Missing	0
Missing (%)	0.0%
Memory size	90.0 KiB

Length

Max length	53
Median length	47
Mean length	7.9876597
Min length	3

Characters and Unicode

Total characters	91914
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2772 ?
Unique (%)	24.1%

Sample

1st row	[20, 19, 16]
2nd row	[20]
3rd row	[20, 11, 10, 14]
4th row	[10]
5th row	[20]

Value	Count	Frequency (%)
8	4065	16.5%
10	3251	13.2%
18	2159	8.8%
9	1752	7.1%
16	1745	7.1%
13	1659	6.7%
20	1600	6.5%
12	1538	6.2%
11	1497	6.1%
14	1363	5.5%
Other values (11)	4012	16.3%

Most occurring characters

Value	Count	Frequency (%)
1	17836	19.4%
,	13134	14.3%
	13134	14.3%
[	11507	12.5%
]	11507	12.5%
8	6224	6.8%
0	4851	5.3%
2	3489	3.8%
9	2932	3.2%
6	1922	2.1%
Other values (4)	5378	5.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	91914	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	17836	19.4%
,	13134	14.3%
	13134	14.3%
[	11507	12.5%
]	11507	12.5%
8	6224	6.8%
0	4851	5.3%
2	3489	3.8%
9	2932	3.2%
6	1922	2.1%
Other values (4)	5378	5.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	91914	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	17836	19.4%
,	13134	14.3%
	13134	14.3%
[	11507	12.5%
]	11507	12.5%
8	6224	6.8%
0	4851	5.3%
2	3489	3.8%
9	2932	3.2%
6	1922	2.1%
Other values (4)	5378	5.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	91914	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	17836	19.4%
,	13134	14.3%
	13134	14.3%
[	11507	12.5%
]	11507	12.5%
8	6224	6.8%
0	4851	5.3%
2	3489	3.8%
9	2932	3.2%
6	1922	2.1%
Other values (4)	5378	5.9%

player_individual_dexterity
Text

Distinct	3026
Distinct (%)	26.3%
Missing	0
Missing (%)	0.0%
Memory size	90.0 KiB

Length

Max length	55
Median length	4
Mean length	8.4854436
Min length	3

Characters and Unicode

Total characters	97642
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2577 ?
Unique (%)	22.4%

Sample

1st row	[12, 10, 12]
2nd row	[9]
3rd row	[8, 20, 20, 10]
4th row	[16]
5th row	[8]

Value	Count	Frequency (%)
14	5005	20.3%
16	3737	15.2%
18	3167	12.9%
20	3020	12.3%
12	1746	7.1%
13	1374	5.6%
10	1297	5.3%
17	1261	5.1%
15	1252	5.1%
11	901	3.7%
Other values (9)	1881	7.6%

Most occurring characters

Value	Count	Frequency (%)
1	21497	22.0%
,	13134	13.5%
	13134	13.5%
[	11507	11.8%
]	11507	11.8%
2	5019	5.1%
4	5005	5.1%
0	4317	4.4%
6	3898	4.0%
8	3561	3.6%
Other values (4)	5063	5.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	97642	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	21497	22.0%
,	13134	13.5%
	13134	13.5%
[	11507	11.8%
]	11507	11.8%
2	5019	5.1%
4	5005	5.1%
0	4317	4.4%
6	3898	4.0%
8	3561	3.6%
Other values (4)	5063	5.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	97642	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	21497	22.0%
,	13134	13.5%
	13134	13.5%
[	11507	11.8%
]	11507	11.8%
2	5019	5.1%
4	5005	5.1%
0	4317	4.4%
6	3898	4.0%
8	3561	3.6%
Other values (4)	5063	5.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	97642	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	21497	22.0%
,	13134	13.5%
	13134	13.5%
[	11507	11.8%
]	11507	11.8%
2	5019	5.1%
4	5005	5.1%
0	4317	4.4%
6	3898	4.0%
8	3561	3.6%
Other values (4)	5063	5.2%

player_individual_constitution
Text

Distinct	2678
Distinct (%)	23.3%
Missing	0
Missing (%)	0.0%
Memory size	90.0 KiB

Length

Max length	56
Median length	4
Mean length	8.555488
Min length	3

Characters and Unicode

Total characters	98448
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2153 ?
Unique (%)	18.7%

Sample

1st row	[20, 16, 16]
2nd row	[10]
3rd row	[20, 12, 16, 20]
4th row	[16]
5th row	[20]

Value	Count	Frequency (%)
16	5912	24.0%
14	5718	23.2%
18	2873	11.7%
15	2441	9.9%
13	1688	6.9%
12	1539	6.2%
17	1449	5.9%
20	1376	5.6%
19	786	3.2%
10	411	1.7%
Other values (7)	448	1.8%

Most occurring characters

Value	Count	Frequency (%)
1	23381	23.7%
,	13134	13.3%
	13134	13.3%
[	11507	11.7%
]	11507	11.7%
6	5912	6.0%
4	5724	5.8%
2	3015	3.1%
8	2919	3.0%
5	2441	2.5%
Other values (4)	5774	5.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	98448	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	23381	23.7%
,	13134	13.3%
	13134	13.3%
[	11507	11.7%
]	11507	11.7%
6	5912	6.0%
4	5724	5.8%
2	3015	3.1%
8	2919	3.0%
5	2441	2.5%
Other values (4)	5774	5.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	98448	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	23381	23.7%
,	13134	13.3%
	13134	13.3%
[	11507	11.7%
]	11507	11.7%
6	5912	6.0%
4	5724	5.8%
2	3015	3.1%
8	2919	3.0%
5	2441	2.5%
Other values (4)	5774	5.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	98448	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	23381	23.7%
,	13134	13.3%
	13134	13.3%
[	11507	11.7%
]	11507	11.7%
6	5912	6.0%
4	5724	5.8%
2	3015	3.1%
8	2919	3.0%
5	2441	2.5%
Other values (4)	5774	5.9%

player_individual_intelligence
Text

Distinct	3033
Distinct (%)	26.4%
Missing	0
Missing (%)	0.0%
Memory size	90.0 KiB

Length

Max length	53
Median length	45
Mean length	8.1317459
Min length	3

Characters and Unicode

Total characters	93572
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2578 ?
Unique (%)	22.4%

Sample

1st row	[10, 9, 10]
2nd row	[12]
3rd row	[9, 11, 9, 8]
4th row	[10]
5th row	[12]

Value	Count	Frequency (%)
10	4830	19.6%
8	3048	12.4%
12	3035	12.3%
11	2575	10.5%
14	2173	8.8%
13	1638	6.6%
9	1637	6.6%
20	1347	5.5%
16	1168	4.7%
18	1042	4.2%
Other values (8)	2148	8.7%

Most occurring characters

Value	Count	Frequency (%)
1	20782	22.2%
,	13134	14.0%
	13134	14.0%
[	11507	12.3%
]	11507	12.3%
0	6177	6.6%
2	4572	4.9%
8	4090	4.4%
9	2405	2.6%
4	2175	2.3%
Other values (4)	4089	4.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	93572	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	20782	22.2%
,	13134	14.0%
	13134	14.0%
[	11507	12.3%
]	11507	12.3%
0	6177	6.6%
2	4572	4.9%
8	4090	4.4%
9	2405	2.6%
4	2175	2.3%
Other values (4)	4089	4.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	93572	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	20782	22.2%
,	13134	14.0%
	13134	14.0%
[	11507	12.3%
]	11507	12.3%
0	6177	6.6%
2	4572	4.9%
8	4090	4.4%
9	2405	2.6%
4	2175	2.3%
Other values (4)	4089	4.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	93572	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	20782	22.2%
,	13134	14.0%
	13134	14.0%
[	11507	12.3%
]	11507	12.3%
0	6177	6.6%
2	4572	4.9%
8	4090	4.4%
9	2405	2.6%
4	2175	2.3%
Other values (4)	4089	4.4%

player_individual_wisdom
Text

Distinct	3017
Distinct (%)	26.2%
Missing	0
Missing (%)	0.0%
Memory size	90.0 KiB

Length

Max length	53
Median length	4
Mean length	8.471626
Min length	3

Characters and Unicode

Total characters	97483
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2576 ?
Unique (%)	22.4%

Sample

1st row	[17, 12, 10]
2nd row	[14]
3rd row	[13, 18, 20, 13]
4th row	[20]
5th row	[13]

Value	Count	Frequency (%)
12	3451	14.0%
14	3389	13.8%
10	3214	13.0%
16	2874	11.7%
13	2801	11.4%
18	1879	7.6%
11	1715	7.0%
20	1568	6.4%
15	1377	5.6%
17	782	3.2%
Other values (10)	1591	6.5%

Most occurring characters

Value	Count	Frequency (%)
1	23635	24.2%
,	13134	13.5%
	13134	13.5%
[	11507	11.8%
]	11507	11.8%
2	5168	5.3%
0	4782	4.9%
4	3406	3.5%
6	2909	3.0%
3	2803	2.9%
Other values (4)	5498	5.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	97483	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	23635	24.2%
,	13134	13.5%
	13134	13.5%
[	11507	11.8%
]	11507	11.8%
2	5168	5.3%
0	4782	4.9%
4	3406	3.5%
6	2909	3.0%
3	2803	2.9%
Other values (4)	5498	5.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	97483	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	23635	24.2%
,	13134	13.5%
	13134	13.5%
[	11507	11.8%
]	11507	11.8%
2	5168	5.3%
0	4782	4.9%
4	3406	3.5%
6	2909	3.0%
3	2803	2.9%
Other values (4)	5498	5.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	97483	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	23635	24.2%
,	13134	13.5%
	13134	13.5%
[	11507	11.8%
]	11507	11.8%
2	5168	5.3%
0	4782	4.9%
4	3406	3.5%
6	2909	3.0%
3	2803	2.9%
Other values (4)	5498	5.6%

player_individual_charisma
Text

Distinct	3129
Distinct (%)	27.2%
Missing	0
Missing (%)	0.0%
Memory size	90.0 KiB

Length

Max length	53
Median length	47
Mean length	8.227253
Min length	3

Characters and Unicode

Total characters	94671
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2714 ?
Unique (%)	23.6%

Sample

1st row	[10, 20, 20]
2nd row	[19]
3rd row	[14, 9, 13, 20]
4th row	[12]
5th row	[10]

Value	Count	Frequency (%)
10	3189	12.9%
20	2902	11.8%
12	2529	10.3%
14	2524	10.2%
18	2445	9.9%
8	2378	9.7%
13	1721	7.0%
11	1694	6.9%
16	1677	6.8%
9	1112	4.5%
Other values (10)	2470	10.0%

Most occurring characters

Value	Count	Frequency (%)
1	19483	20.6%
,	13134	13.9%
	13134	13.9%
[	11507	12.2%
]	11507	12.2%
0	6091	6.4%
2	5547	5.9%
8	4823	5.1%
4	2540	2.7%
6	1774	1.9%
Other values (4)	5131	5.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	94671	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	19483	20.6%
,	13134	13.9%
	13134	13.9%
[	11507	12.2%
]	11507	12.2%
0	6091	6.4%
2	5547	5.9%
8	4823	5.1%
4	2540	2.7%
6	1774	1.9%
Other values (4)	5131	5.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	94671	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	19483	20.6%
,	13134	13.9%
	13134	13.9%
[	11507	12.2%
]	11507	12.2%
0	6091	6.4%
2	5547	5.9%
8	4823	5.1%
4	2540	2.7%
6	1774	1.9%
Other values (4)	5131	5.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	94671	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	19483	20.6%
,	13134	13.9%
	13134	13.9%
[	11507	12.2%
]	11507	12.2%
0	6091	6.4%
2	5547	5.9%
8	4823	5.1%
4	2540	2.7%
6	1774	1.9%
Other values (4)	5131	5.4%

monster_types
Text

Distinct	5334
Distinct (%)	46.4%
Missing	0
Missing (%)	0.0%
Memory size	90.0 KiB

Length

Max length	2644
Median length	760
Mean length	46.424959
Min length	6

Characters and Unicode

Total characters	534212
Distinct characters	142
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4577 ?
Unique (%)	39.8%

Sample

1st row	['Ghoul', 'Nightveil Specter', 'Ghoul', 'Wraith', 'Mummy', 'Ghoul', 'Boneless', 'Manes', 'Vrock', 'Bearded Devil', 'Yellow Musk Zombie']
2nd row	['Giant Rat', 'Giant Rat', 'Giant Rat', 'Giant Rat', 'Giant Rat', 'Swarm of Rats', 'Giant Rat', 'Giant Rat', 'Giant Rat', 'Swarm of Rats', 'Giant Rat', 'Giant Rat', 'Giant Rat', 'Swarm of Rats', 'Swarm of Rats']
3rd row	['Adult Red Dragon', 'Aberrant Spirit', 'Frost Giant', 'Frost Giant', 'Bulette', 'Bulette', 'Bulette', 'Young Red Dragon']
4th row	['Tooth-N-Claw', 'Skeletal Polar Bear', 'Mimic', 'Tanarukk']
5th row	['Mummy Lord']

Value	Count	Frequency (%)
giant	2602	4.3%
mage	2211	3.6%
wolf	1254	2.1%
bandit	1167	1.9%
rat	1084	1.8%
zombie	1024	1.7%
goblin	998	1.6%
lord	947	1.6%
mummy	942	1.5%
of	930	1.5%
Other values (2189)	47785	78.4%

Most occurring characters

Value	Count	Frequency (%)
'	78202	14.6%
	49439	9.3%
e	32182	6.0%
a	31886	6.0%
r	28219	5.3%
,	27754	5.2%
o	26006	4.9%
i	22315	4.2%
n	21996	4.1%
t	19339	3.6%
Other values (132)	196874	36.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	534212	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
'	78202	14.6%
	49439	9.3%
e	32182	6.0%
a	31886	6.0%
r	28219	5.3%
,	27754	5.2%
o	26006	4.9%
i	22315	4.2%
n	21996	4.1%
t	19339	3.6%
Other values (132)	196874	36.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	534212	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
'	78202	14.6%
	49439	9.3%
e	32182	6.0%
a	31886	6.0%
r	28219	5.3%
,	27754	5.2%
o	26006	4.9%
i	22315	4.2%
n	21996	4.1%
t	19339	3.6%
Other values (132)	196874	36.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	534212	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
'	78202	14.6%
	49439	9.3%
e	32182	6.0%
a	31886	6.0%
r	28219	5.3%
,	27754	5.2%
o	26006	4.9%
i	22315	4.2%
n	21996	4.1%
t	19339	3.6%
Other values (132)	196874	36.9%

monster_number
Real number (ℝ)

HIGH CORRELATION

Distinct	58
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.4041019

Minimum	1
Maximum	194
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	4
95-th percentile	12
Maximum	194
Range	193
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	5.3889475
Coefficient of variation (CV)	1.5830747
Kurtosis	198.46876
Mean	3.4041019
Median Absolute Deviation (MAD)	0
Skewness	9.1144201
Sum	39171
Variance	29.040755
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	6093	53.0%
2	1492	13.0%
3	859	7.5%
4	611	5.3%
5	492	4.3%
6	399	3.5%
7	277	2.4%
8	227	2.0%
9	172	1.5%
10	141	1.2%
Other values (48)	744	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	6093	53.0%
2	1492	13.0%
3	859	7.5%
4	611	5.3%
5	492	4.3%
6	399	3.5%
7	277	2.4%
8	227	2.0%
9	172	1.5%
10	141	1.2%

Value	Count	Frequency (%)
194	1	< 0.1%
118	1	< 0.1%
109	1	< 0.1%
94	1	< 0.1%
87	1	< 0.1%
84	1	< 0.1%
74	1	< 0.1%
67	1	< 0.1%
63	1	< 0.1%
61	2	< 0.1%

monster_total_level
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	467
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.61078

Minimum	0
Maximum	393.25
Zeros	321
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.25
Q1	4
median	7
Q3	15
95-th percentile	39.2125
Maximum	393.25
Range	393.25
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	18.019521
Coefficient of variation (CV)	1.4288981
Kurtosis	75.035568
Mean	12.61078
Median Absolute Deviation (MAD)	6
Skewness	6.3607492
Sum	145112.25
Variance	324.70313
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	1740	15.1%
13	890	7.7%
15	864	7.5%
0.25	490	4.3%
2	418	3.6%
7	379	3.3%
0	321	2.8%
9	321	2.8%
5	301	2.6%
1	296	2.6%
Other values (457)	5487	47.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	321	2.8%
0.125	124	1.1%
0.25	490	4.3%
0.375	42	0.4%
0.5	214	1.9%
0.625	22	0.2%
0.75	82	0.7%
0.875	15	0.1%
1	296	2.6%
1.125	19	0.2%

Value	Count	Frequency (%)
393.25	1	< 0.1%
360	1	< 0.1%
322	1	< 0.1%
315.5	1	< 0.1%
293	1	< 0.1%
253	1	< 0.1%
249	1	< 0.1%
234	1	< 0.1%
231.875	1	< 0.1%
225	1	< 0.1%

party_total_level
Real number (ℝ)

HIGH CORRELATION

Distinct	111
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.637177

Minimum	0
Maximum	136
Zeros	8
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	7
median	12
Q3	20
95-th percentile	46
Maximum	136
Range	136
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	14.261294
Coefficient of variation (CV)	0.85719434
Kurtosis	6.716465
Mean	16.637177
Median Absolute Deviation (MAD)	6
Skewness	2.1631841
Sum	191444
Variance	203.38451
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	690	6.0%
6	664	5.8%
7	622	5.4%
8	609	5.3%
4	588	5.1%
10	570	5.0%
3	570	5.0%
9	488	4.2%
12	462	4.0%
20	446	3.9%
Other values (101)	5798	50.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	0.1%
1	35	0.3%
2	64	0.6%
3	570	5.0%
4	588	5.1%
5	690	6.0%
6	664	5.8%
7	622	5.4%
8	609	5.3%
9	488	4.2%

Value	Count	Frequency (%)
136	1	< 0.1%
129	1	< 0.1%
119	1	< 0.1%
118	1	< 0.1%
117	1	< 0.1%
115	1	< 0.1%
114	1	< 0.1%
113	1	< 0.1%
112	1	< 0.1%
109	1	< 0.1%

party_level1_spellslots
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	32
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.7669245

Minimum	0
Maximum	31
Zeros	2780
Zeros (%)	24.2%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	4
Q3	7
95-th percentile	14
Maximum	31
Range	31
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.5212565
Coefficient of variation (CV)	0.94846404
Kurtosis	2.2487154
Mean	4.7669245
Median Absolute Deviation (MAD)	3
Skewness	1.357297
Sum	54853
Variance	20.44176
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
4	3126	27.2%
0	2780	24.2%
3	877	7.6%
8	839	7.3%
6	570	5.0%
2	472	4.1%
7	408	3.5%
5	395	3.4%
12	335	2.9%
10	274	2.4%
Other values (22)	1431	12.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2780	24.2%
1	244	2.1%
2	472	4.1%
3	877	7.6%
4	3126	27.2%
5	395	3.4%
6	570	5.0%
7	408	3.5%
8	839	7.3%
9	202	1.8%

Value	Count	Frequency (%)
31	1	< 0.1%
30	2	< 0.1%
29	3	< 0.1%
28	1	< 0.1%
27	4	< 0.1%
26	2	< 0.1%
25	3	< 0.1%
24	4	< 0.1%
23	19	0.2%
22	17	0.1%

party_level2_spellslots
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	22
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.8038585

Minimum	0
Maximum	24
Zeros	3943
Zeros (%)	34.3%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	3
95-th percentile	9
Maximum	24
Range	24
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.007614
Coefficient of variation (CV)	1.0726697
Kurtosis	2.8630262
Mean	2.8038585
Median Absolute Deviation (MAD)	3
Skewness	1.4914459
Sum	32264
Variance	9.0457421
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
0	3943	34.3%
3	3192	27.7%
2	1327	11.5%
6	805	7.0%
5	577	5.0%
4	281	2.4%
8	276	2.4%
9	253	2.2%
1	249	2.2%
7	173	1.5%
Other values (12)	431	3.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3943	34.3%
1	249	2.2%
2	1327	11.5%
3	3192	27.7%
4	281	2.4%
5	577	5.0%
6	805	7.0%
7	173	1.5%
8	276	2.4%
9	253	2.2%

Value	Count	Frequency (%)
24	1	< 0.1%
21	1	< 0.1%
20	3	< 0.1%
18	4	< 0.1%
17	9	0.1%
16	8	0.1%
15	29	0.3%
14	43	0.4%
13	30	0.3%
12	102	0.9%

party_level3_spellslots
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	18
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.7710959

Minimum	0
Maximum	18
Zeros	6082
Zeros (%)	52.9%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	6
Maximum	18
Range	18
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.4151707
Coefficient of variation (CV)	1.3636589
Kurtosis	3.7570376
Mean	1.7710959
Median Absolute Deviation (MAD)	0
Skewness	1.7296439
Sum	20380
Variance	5.8330494
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	6082	52.9%
3	2457	21.4%
2	1157	10.1%
6	517	4.5%
5	358	3.1%
4	210	1.8%
1	203	1.8%
8	160	1.4%
9	127	1.1%
7	92	0.8%
Other values (8)	144	1.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6082	52.9%
1	203	1.8%
2	1157	10.1%
3	2457	21.4%
4	210	1.8%
5	358	3.1%
6	517	4.5%
7	92	0.8%
8	160	1.4%
9	127	1.1%

Value	Count	Frequency (%)
18	2	< 0.1%
16	2	< 0.1%
15	7	0.1%
14	15	0.1%
13	4	< 0.1%
12	40	0.3%
11	38	0.3%
10	36	0.3%
9	127	1.1%
8	160	1.4%

party_level4_spellslots
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	16
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.95985053

Minimum	0
Maximum	15
Zeros	7990
Zeros (%)	69.4%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	5
Maximum	15
Range	15
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.7968107
Coefficient of variation (CV)	1.8719693
Kurtosis	7.4953726
Mean	0.95985053
Median Absolute Deviation (MAD)	0
Skewness	2.4272163
Sum	11045
Variance	3.2285287
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	7990	69.4%
3	1574	13.7%
2	623	5.4%
1	595	5.2%
6	286	2.5%
4	136	1.2%
5	127	1.1%
9	55	0.5%
8	44	0.4%
7	33	0.3%
Other values (6)	44	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7990	69.4%
1	595	5.2%
2	623	5.4%
3	1574	13.7%
4	136	1.2%
5	127	1.1%
6	286	2.5%
7	33	0.3%
8	44	0.4%
9	55	0.5%

Value	Count	Frequency (%)
15	3	< 0.1%
14	1	< 0.1%
13	2	< 0.1%
12	14	0.1%
11	16	0.1%
10	8	0.1%
9	55	0.5%
8	44	0.4%
7	33	0.3%
6	286	2.5%

party_level5_spellslots
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	15
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.56522117

Minimum	0
Maximum	15
Zeros	8984
Zeros (%)	78.1%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	15
Range	15
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.2865144
Coefficient of variation (CV)	2.2761256
Kurtosis	13.495806
Mean	0.56522117
Median Absolute Deviation (MAD)	0
Skewness	3.1013501
Sum	6504
Variance	1.6551192
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	8984	78.1%
2	1139	9.9%
3	470	4.1%
1	456	4.0%
4	223	1.9%
5	110	1.0%
6	58	0.5%
7	25	0.2%
8	21	0.2%
11	6	0.1%
Other values (5)	15	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8984	78.1%
1	456	4.0%
2	1139	9.9%
3	470	4.1%
4	223	1.9%
5	110	1.0%
6	58	0.5%
7	25	0.2%
8	21	0.2%
9	4	< 0.1%

Value	Count	Frequency (%)
15	1	< 0.1%
14	1	< 0.1%
12	3	< 0.1%
11	6	0.1%
10	6	0.1%
9	4	< 0.1%
8	21	0.2%
7	25	0.2%
6	58	0.5%
5	110	1.0%

party_level6_spellslots
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.18049883

Minimum	0
Maximum	6
Zeros	9985
Zeros (%)	86.8%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.51907002
Coefficient of variation (CV)	2.8757529
Kurtosis	15.372793
Mean	0.18049883
Median Absolute Deviation (MAD)	0
Skewness	3.5208322
Sum	2077
Variance	0.26943368
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	9985	86.8%
1	1074	9.3%
2	370	3.2%
3	56	0.5%
4	16	0.1%
5	5	< 0.1%
6	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9985	86.8%
1	1074	9.3%
2	370	3.2%
3	56	0.5%
4	16	0.1%
5	5	< 0.1%
6	1	< 0.1%

Value	Count	Frequency (%)
6	1	< 0.1%
5	5	< 0.1%
4	16	0.1%
3	56	0.5%
2	370	3.2%
1	1074	9.3%
0	9985	86.8%

party_level7_spellslots
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.13756844

Minimum	0
Maximum	6
Zeros	10320
Zeros (%)	89.7%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4562589
Coefficient of variation (CV)	3.3165958
Kurtosis	25.213402
Mean	0.13756844
Median Absolute Deviation (MAD)	0
Skewness	4.3110764
Sum	1583
Variance	0.20817219
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	10320	89.7%
1	868	7.5%
2	272	2.4%
3	26	0.2%
4	15	0.1%
6	3	< 0.1%
5	3	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10320	89.7%
1	868	7.5%
2	272	2.4%
3	26	0.2%
4	15	0.1%
5	3	< 0.1%
6	3	< 0.1%

Value	Count	Frequency (%)
6	3	< 0.1%
5	3	< 0.1%
4	15	0.1%
3	26	0.2%
2	272	2.4%
1	868	7.5%
0	10320	89.7%

party_level8_spellslots
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.086121491

Minimum	0
Maximum	5
Zeros	10624
Zeros (%)	92.3%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.31910781
Coefficient of variation (CV)	3.7053214
Kurtosis	26.925432
Mean	0.086121491
Median Absolute Deviation (MAD)	0
Skewness	4.4699091
Sum	991
Variance	0.10182979
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	10624	92.3%
1	794	6.9%
2	75	0.7%
3	10	0.1%
4	3	< 0.1%
5	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10624	92.3%
1	794	6.9%
2	75	0.7%
3	10	0.1%
4	3	< 0.1%
5	1	< 0.1%

Value	Count	Frequency (%)
5	1	< 0.1%
4	3	< 0.1%
3	10	0.1%
2	75	0.7%
1	794	6.9%
0	10624	92.3%

party_level9_spellslots
Categorical

HIGH CORRELATION IMBALANCE

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	90.0 KiB

0	10995
1	474
2	30
3	5
4	3

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	11507
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	10995	95.6%
1	474	4.1%
2	30	0.3%
3	5	< 0.1%
4	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	10995	95.6%
1	474	4.1%
2	30	0.3%
3	5	< 0.1%
4	3	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	10995	95.6%
1	474	4.1%
2	30	0.3%
3	5	< 0.1%
4	3	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	11507	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	10995	95.6%
1	474	4.1%
2	30	0.3%
3	5	< 0.1%
4	3	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	11507	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	10995	95.6%
1	474	4.1%
2	30	0.3%
3	5	< 0.1%
4	3	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	11507	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	10995	95.6%
1	474	4.1%
2	30	0.3%
3	5	< 0.1%
4	3	< 0.1%

party_total_ac
Real number (ℝ)

HIGH CORRELATION

Distinct	152
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36.57817

Minimum	9
Maximum	240
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	9
5-th percentile	13
Q1	17
median	22
Q3	51
95-th percentile	92
Maximum	240
Range	231
Interquartile range (IQR)	34

Descriptive statistics

Standard deviation	27.429594
Coefficient of variation (CV)	0.74988973
Kurtosis	1.5654393
Mean	36.57817
Median Absolute Deviation (MAD)	8
Skewness	1.415649
Sum	420905
Variance	752.38262
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18	978	8.5%
17	909	7.9%
16	715	6.2%
19	682	5.9%
15	614	5.3%
14	499	4.3%
20	461	4.0%
33	246	2.1%
13	204	1.8%
21	201	1.7%
Other values (142)	5998	52.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9	7	0.1%
10	59	0.5%
11	113	1.0%
12	198	1.7%
13	204	1.8%
14	499	4.3%
15	614	5.3%
16	715	6.2%
17	909	7.9%
18	978	8.5%

Value	Count	Frequency (%)
240	1	< 0.1%
212	1	< 0.1%
180	1	< 0.1%
175	1	< 0.1%
169	1	< 0.1%
166	1	< 0.1%
162	1	< 0.1%
160	1	< 0.1%
159	1	< 0.1%
158	1	< 0.1%

party_total_precombat_hp
Real number (ℝ)

HIGH CORRELATION

Distinct	674
Distinct (%)	5.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	144.98931

Minimum	1
Maximum	3187
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	1
5-th percentile	28
Q1	58
median	104
Q3	179
95-th percentile	413.7
Maximum	3187
Range	3186
Interquartile range (IQR)	121

Descriptive statistics

Standard deviation	139.79785
Coefficient of variation (CV)	0.96419417
Kurtosis	28.237789
Mean	144.98931
Median Absolute Deviation (MAD)	54
Skewness	3.3588143
Sum	1668392
Variance	19543.439
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
38	155	1.3%
59	145	1.3%
44	144	1.3%
31	139	1.2%
52	138	1.2%
67	122	1.1%
28	122	1.1%
45	119	1.0%
76	118	1.0%
51	115	1.0%
Other values (664)	10190	88.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	4	< 0.1%
8	6	0.1%
9	4	< 0.1%
10	8	0.1%
11	4	< 0.1%
12	8	0.1%
13	7	0.1%
14	3	< 0.1%
15	2	< 0.1%
16	10	0.1%

Value	Count	Frequency (%)
3187	1	< 0.1%
1322	1	< 0.1%
1260	1	< 0.1%
1209	1	< 0.1%
1119	1	< 0.1%
1107	1	< 0.1%
1096	1	< 0.1%
1070	1	< 0.1%
1053	1	< 0.1%
1038	1	< 0.1%

party_total_postcombat_hp
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	598
Distinct (%)	5.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	113.09681

Minimum	0
Maximum	1221
Zeros	345
Zeros (%)	3.0%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	0
5-th percentile	9
Q1	40
median	80
Q3	143
95-th percentile	329
Maximum	1221
Range	1221
Interquartile range (IQR)	103

Descriptive statistics

Standard deviation	117.24443
Coefficient of variation (CV)	1.0366732
Kurtosis	12.703738
Mean	113.09681
Median Absolute Deviation (MAD)	46
Skewness	2.8963248
Sum	1301405
Variance	13746.257
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	345	3.0%
38	123	1.1%
52	120	1.0%
44	115	1.0%
45	112	1.0%
59	111	1.0%
31	109	0.9%
28	104	0.9%
35	102	0.9%
34	102	0.9%
Other values (588)	10164	88.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	345	3.0%
1	36	0.3%
2	13	0.1%
3	19	0.2%
4	37	0.3%
5	20	0.2%
6	25	0.2%
7	35	0.3%
8	36	0.3%
9	33	0.3%

Value	Count	Frequency (%)
1221	1	< 0.1%
1038	1	< 0.1%
999	2	< 0.1%
964	5	< 0.1%
957	6	0.1%
945	2	< 0.1%
942	1	< 0.1%
935	4	< 0.1%
933	2	< 0.1%
928	2	< 0.1%

party_total_hpratio
Real number (ℝ)

ZEROS

Distinct	4229
Distinct (%)	36.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.77665239

Minimum	0
Maximum	1.5454545
Zeros	345
Zeros (%)	3.0%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.16808493
Q1	0.64965942
median	0.8742515
Q3	1
95-th percentile	1
Maximum	1.5454545
Range	1.5454545
Interquartile range (IQR)	0.35034058

Descriptive statistics

Standard deviation	0.26977963
Coefficient of variation (CV)	0.34736213
Kurtosis	0.9564515
Mean	0.77665239
Median Absolute Deviation (MAD)	0.1257485
Skewness	-1.3092158
Sum	8936.9391
Variance	0.072781046
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	3745	32.5%
0	345	3.0%
0.6666666667	58	0.5%
0.75	37	0.3%
0.5	37	0.3%
0.8333333333	34	0.3%
0.875	32	0.3%
0.8571428571	26	0.2%
0.8	26	0.2%
0.7142857143	25	0.2%
Other values (4219)	7142	62.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	345	3.0%
0.004464285714	1	< 0.1%
0.004926108374	1	< 0.1%
0.005780346821	1	< 0.1%
0.006134969325	1	< 0.1%
0.007692307692	3	< 0.1%
0.007874015748	1	< 0.1%
0.01020408163	1	< 0.1%
0.01041666667	1	< 0.1%
0.01176470588	1	< 0.1%

Value	Count	Frequency (%)
1.545454545	1	< 0.1%
1.520408163	1	< 0.1%
1.373333333	1	< 0.1%
1.348837209	1	< 0.1%
1.3	1	< 0.1%
1.285714286	1	< 0.1%
1.26984127	1	< 0.1%
1.25	1	< 0.1%
1.222222222	1	< 0.1%
1.1875	1	< 0.1%

party_total_prof_bonus
Real number (ℝ)

HIGH CORRELATION

Distinct	39
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.0901191

Minimum	2
Maximum	47
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	2
5-th percentile	2
Q1	3
median	5
Q3	9
95-th percentile	18
Maximum	47
Range	45
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	5.3616113
Coefficient of variation (CV)	0.75620892
Kurtosis	3.5254898
Mean	7.0901191
Median Absolute Deviation (MAD)	2
Skewness	1.7338432
Sum	81586
Variance	28.746875
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
3	2100	18.2%
6	1494	13.0%
4	1461	12.7%
5	1230	10.7%
2	1197	10.4%
8	566	4.9%
12	527	4.6%
10	469	4.1%
15	376	3.3%
9	350	3.0%
Other values (29)	1737	15.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1197	10.4%
3	2100	18.2%
4	1461	12.7%
5	1230	10.7%
6	1494	13.0%
7	315	2.7%
8	566	4.9%
9	350	3.0%
10	469	4.1%
11	168	1.5%

Value	Count	Frequency (%)
47	1	< 0.1%
42	2	< 0.1%
40	2	< 0.1%
38	1	< 0.1%
36	5	< 0.1%
35	4	< 0.1%
34	1	< 0.1%
33	2	< 0.1%
32	2	< 0.1%
31	7	0.1%

party_total_strength
Real number (ℝ)

HIGH CORRELATION

Distinct	130
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.404884

Minimum	3
Maximum	175
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	3
5-th percentile	8
Q1	11
median	18
Q3	38
95-th percentile	73
Maximum	175
Range	172
Interquartile range (IQR)	27

Descriptive statistics

Standard deviation	21.723114
Coefficient of variation (CV)	0.79267308
Kurtosis	2.0813023
Mean	27.404884
Median Absolute Deviation (MAD)	9
Skewness	1.4946576
Sum	315348
Variance	471.89368
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8	1453	12.6%
18	834	7.2%
10	815	7.1%
16	575	5.0%
20	547	4.8%
13	380	3.3%
19	376	3.3%
12	361	3.1%
11	337	2.9%
9	303	2.6%
Other values (120)	5526	48.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	4	< 0.1%
4	4	< 0.1%
5	3	< 0.1%
6	22	0.2%
7	39	0.3%
8	1453	12.6%
9	303	2.6%
10	815	7.1%
11	337	2.9%
12	361	3.1%

Value	Count	Frequency (%)
175	1	< 0.1%
162	1	< 0.1%
158	1	< 0.1%
152	1	< 0.1%
150	1	< 0.1%
142	1	< 0.1%
137	1	< 0.1%
134	1	< 0.1%
131	2	< 0.1%
129	2	< 0.1%

party_total_dexterity
Real number (ℝ)

HIGH CORRELATION

Distinct	141
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.582863

Minimum	5
Maximum	208
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	5
5-th percentile	10
Q1	14
median	20
Q3	46
95-th percentile	83
Maximum	208
Range	203
Interquartile range (IQR)	32

Descriptive statistics

Standard deviation	24.860182
Coefficient of variation (CV)	0.76298337
Kurtosis	1.6391184
Mean	32.582863
Median Absolute Deviation (MAD)	8
Skewness	1.420208
Sum	374931
Variance	618.02866
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14	1415	12.3%
16	941	8.2%
20	746	6.5%
18	718	6.2%
10	437	3.8%
12	395	3.4%
17	377	3.3%
13	277	2.4%
19	255	2.2%
32	211	1.8%
Other values (131)	5735	49.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	2	< 0.1%
6	63	0.5%
7	4	< 0.1%
8	115	1.0%
9	47	0.4%
10	437	3.8%
11	195	1.7%
12	395	3.4%
13	277	2.4%
14	1415	12.3%

Value	Count	Frequency (%)
208	1	< 0.1%
186	1	< 0.1%
175	1	< 0.1%
164	1	< 0.1%
157	1	< 0.1%
156	2	< 0.1%
150	2	< 0.1%
144	1	< 0.1%
140	2	< 0.1%
139	1	< 0.1%

party_total_constitution
Real number (ℝ)

HIGH CORRELATION

Distinct	142
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.999131

Minimum	4
Maximum	198
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	4
5-th percentile	13
Q1	15
median	19
Q3	46
95-th percentile	84
Maximum	198
Range	194
Interquartile range (IQR)	31

Descriptive statistics

Standard deviation	25.073305
Coefficient of variation (CV)	0.75981712
Kurtosis	1.5128124
Mean	32.999131
Median Absolute Deviation (MAD)	7
Skewness	1.4153515
Sum	379721
Variance	628.67061
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14	1777	15.4%
16	1315	11.4%
18	601	5.2%
15	599	5.2%
13	432	3.8%
17	408	3.5%
12	384	3.3%
20	383	3.3%
28	291	2.5%
30	279	2.4%
Other values (132)	5038	43.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	5	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	4	< 0.1%
10	109	0.9%
11	61	0.5%
12	384	3.3%
13	432	3.8%
14	1777	15.4%
15	599	5.2%

Value	Count	Frequency (%)
198	1	< 0.1%
192	1	< 0.1%
180	1	< 0.1%
171	1	< 0.1%
155	2	< 0.1%
154	1	< 0.1%
153	1	< 0.1%
152	1	< 0.1%
148	1	< 0.1%
144	1	< 0.1%

party_total_intelligence
Real number (ℝ)

HIGH CORRELATION

Distinct	118
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.266533

Minimum	5
Maximum	163
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	5
5-th percentile	8
Q1	10
median	18
Q3	37
95-th percentile	70
Maximum	163
Range	158
Interquartile range (IQR)	27

Descriptive statistics

Standard deviation	21.26193
Coefficient of variation (CV)	0.80946844
Kurtosis	1.7076809
Mean	26.266533
Median Absolute Deviation (MAD)	9
Skewness	1.4403995
Sum	302249
Variance	452.06966
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8	1443	12.5%
10	1229	10.7%
14	597	5.2%
11	589	5.1%
12	560	4.9%
20	488	4.2%
9	473	4.1%
18	439	3.8%
19	279	2.4%
16	263	2.3%
Other values (108)	5147	44.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	4	< 0.1%
6	3	< 0.1%
7	12	0.1%
8	1443	12.5%
9	473	4.1%
10	1229	10.7%
11	589	5.1%
12	560	4.9%
13	209	1.8%
14	597	5.2%

Value	Count	Frequency (%)
163	1	< 0.1%
157	1	< 0.1%
155	1	< 0.1%
136	2	< 0.1%
135	2	< 0.1%
133	1	< 0.1%
127	1	< 0.1%
126	1	< 0.1%
120	2	< 0.1%
117	4	< 0.1%

party_total_wisdom
Real number (ℝ)

HIGH CORRELATION

Distinct	133
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.556357

Minimum	4
Maximum	175
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	4
5-th percentile	10
Q1	13
median	18
Q3	41.5
95-th percentile	76
Maximum	175
Range	171
Interquartile range (IQR)	28.5

Descriptive statistics

Standard deviation	22.882328
Coefficient of variation (CV)	0.7741931
Kurtosis	1.6278423
Mean	29.556357
Median Absolute Deviation (MAD)	8
Skewness	1.4125227
Sum	340105
Variance	523.60092
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	1160	10.1%
12	903	7.8%
16	822	7.1%
14	764	6.6%
13	607	5.3%
18	441	3.8%
15	379	3.3%
20	376	3.3%
11	281	2.4%
26	249	2.2%
Other values (123)	5525	48.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	2	< 0.1%
7	5	< 0.1%
8	237	2.1%
9	100	0.9%
10	1160	10.1%
11	281	2.4%
12	903	7.8%
13	607	5.3%
14	764	6.6%
15	379	3.3%

Value	Count	Frequency (%)
175	1	< 0.1%
167	1	< 0.1%
163	2	< 0.1%
152	1	< 0.1%
149	1	< 0.1%
148	1	< 0.1%
144	1	< 0.1%
143	1	< 0.1%
141	1	< 0.1%
134	1	< 0.1%

party_total_charisma
Real number (ℝ)

HIGH CORRELATION

Distinct	132
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.00504

Minimum	3
Maximum	175
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	3
5-th percentile	8
Q1	12
median	20
Q3	40
95-th percentile	77
Maximum	175
Range	172
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	23.118239
Coefficient of variation (CV)	0.79704211
Kurtosis	1.6410253
Mean	29.00504
Median Absolute Deviation (MAD)	10
Skewness	1.4293448
Sum	333761
Variance	534.45296
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8	1075	9.3%
10	977	8.5%
20	833	7.2%
18	645	5.6%
14	567	4.9%
12	521	4.5%
13	434	3.8%
16	375	3.3%
11	320	2.8%
15	208	1.8%
Other values (122)	5552	48.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	3	< 0.1%
4	1	< 0.1%
5	3	< 0.1%
6	21	0.2%
7	24	0.2%
8	1075	9.3%
9	182	1.6%
10	977	8.5%
11	320	2.8%
12	521	4.5%

Value	Count	Frequency (%)
175	1	< 0.1%
165	1	< 0.1%
162	1	< 0.1%
154	1	< 0.1%
152	1	< 0.1%
150	1	< 0.1%
144	1	< 0.1%
143	1	< 0.1%
136	1	< 0.1%
132	1	< 0.1%

player_monster_ratio
Real number (ℝ)

HIGH CORRELATION

Distinct	168
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0863177

Minimum	0.014925373
Maximum	9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	0.014925373
5-th percentile	0.16666667
Q1	0.5
median	1
Q3	1
95-th percentile	3
Maximum	9
Range	8.9850746
Interquartile range (IQR)	0.5

Descriptive statistics

Standard deviation	0.87122731
Coefficient of variation (CV)	0.80200046
Kurtosis	9.9034525
Mean	1.0863177
Median Absolute Deviation (MAD)	0.33333333
Skewness	2.6179832
Sum	12500.258
Variance	0.75903702
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	5223	45.4%
2	1108	9.6%
0.5	1001	8.7%
0.3333333333	464	4.0%
3	256	2.2%
0.6666666667	256	2.2%
0.25	215	1.9%
1.5	180	1.6%
0.2	163	1.4%
4	159	1.4%
Other values (158)	2482	21.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01492537313	1	< 0.1%
0.01546391753	1	< 0.1%
0.01587301587	1	< 0.1%
0.01639344262	1	< 0.1%
0.01886792453	1	< 0.1%
0.02173913043	1	< 0.1%
0.02631578947	1	< 0.1%
0.02702702703	1	< 0.1%
0.02752293578	1	< 0.1%
0.02777777778	1	< 0.1%

Value	Count	Frequency (%)
9	1	< 0.1%
8	3	< 0.1%
7	5	< 0.1%
6	39	0.3%
5	119	1.0%
4.5	2	< 0.1%
4	159	1.4%
3.5	7	0.1%
3	256	2.2%
2.666666667	3	< 0.1%

monster_player_ratio
Real number (ℝ)

HIGH CORRELATION

Distinct	168
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.8390525

Minimum	0.11111111
Maximum	67
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	90.0 KiB

Quantile statistics

Minimum	0.11111111
5-th percentile	0.33333333
Q1	1
median	1
Q3	2
95-th percentile	6
Maximum	67
Range	66.888889
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.8968978
Coefficient of variation (CV)	1.5752122
Kurtosis	114.14762
Mean	1.8390525
Median Absolute Deviation (MAD)	0.33333333
Skewness	8.1936931
Sum	21161.977
Variance	8.3920169
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	5223	45.4%
0.5	1108	9.6%
2	1001	8.7%
3	464	4.0%
0.3333333333	256	2.2%
1.5	256	2.2%
4	215	1.9%
0.6666666667	180	1.6%
5	163	1.4%
0.25	159	1.4%
Other values (158)	2482	21.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1111111111	1	< 0.1%
0.125	3	< 0.1%
0.1428571429	5	< 0.1%
0.1666666667	39	0.3%
0.2	119	1.0%
0.2222222222	2	< 0.1%
0.25	159	1.4%
0.2857142857	7	0.1%
0.3333333333	256	2.2%
0.375	3	< 0.1%

Value	Count	Frequency (%)
67	1	< 0.1%
64.66666667	1	< 0.1%
63	1	< 0.1%
61	1	< 0.1%
53	1	< 0.1%
46	1	< 0.1%
38	1	< 0.1%
37	1	< 0.1%
36.33333333	1	< 0.1%
36	1	< 0.1%

Auto

Heatmap
Table

	Unnamed: 0	monster_number	monster_player_ratio	monster_total_level	party_level1_spellslots	party_level2_spellslots	party_level3_spellslots	party_level4_spellslots	party_level5_spellslots	party_level6_spellslots	party_level7_spellslots	party_level8_spellslots	party_level9_spellslots	party_size	party_total_ac	party_total_charisma	party_total_constitution	party_total_dexterity	party_total_hpratio	party_total_intelligence	party_total_level	party_total_postcombat_hp	party_total_precombat_hp	party_total_prof_bonus	party_total_strength	party_total_wisdom	player_monster_ratio	start_time
Unnamed: 0	1.000	0.003	-0.001	-0.001	0.014	0.015	0.010	0.012	0.004	0.001	0.004	0.004	0.000	0.007	0.010	0.006	0.003	0.014	0.009	0.006	0.002	0.000	-0.001	0.005	0.002	0.015	0.001	0.004
monster_number	0.003	1.000	0.678	0.253	0.347	0.290	0.193	0.093	0.042	0.008	-0.023	-0.027	0.000	0.510	0.497	0.497	0.512	0.477	-0.276	0.514	0.338	0.215	0.341	0.435	0.500	0.497	-0.678	0.028
monster_player_ratio	-0.001	0.678	1.000	0.112	-0.144	-0.109	-0.054	-0.032	-0.006	-0.017	-0.019	-0.013	0.000	-0.214	-0.154	-0.148	-0.143	-0.169	-0.128	-0.125	-0.119	-0.153	-0.104	-0.160	-0.129	-0.152	-1.000	0.050
monster_total_level	-0.001	0.253	0.112	1.000	0.274	0.321	0.387	0.374	0.341	0.281	0.262	0.233	0.163	0.226	0.279	0.196	0.243	0.206	-0.074	0.184	0.583	0.458	0.567	0.485	0.184	0.196	-0.112	-0.032
party_level1_spellslots	0.014	0.347	-0.144	0.274	1.000	0.860	0.632	0.438	0.293	0.252	0.212	0.176	0.116	0.679	0.640	0.713	0.635	0.566	-0.077	0.639	0.583	0.467	0.522	0.666	0.568	0.628	0.144	-0.024
party_level2_spellslots	0.015	0.290	-0.109	0.321	0.860	1.000	0.757	0.543	0.382	0.327	0.274	0.225	0.150	0.555	0.533	0.605	0.550	0.447	-0.049	0.549	0.602	0.485	0.534	0.615	0.453	0.522	0.109	-0.014
party_level3_spellslots	0.010	0.193	-0.054	0.387	0.632	0.757	1.000	0.745	0.553	0.468	0.400	0.337	0.248	0.351	0.366	0.429	0.386	0.285	-0.000	0.381	0.603	0.494	0.532	0.545	0.267	0.342	0.054	0.002
party_level4_spellslots	0.012	0.093	-0.032	0.374	0.438	0.543	0.745	1.000	0.782	0.656	0.571	0.484	0.358	0.183	0.225	0.264	0.239	0.151	0.048	0.235	0.537	0.454	0.477	0.435	0.129	0.194	0.032	0.010
party_level5_spellslots	0.004	0.042	-0.006	0.341	0.293	0.382	0.553	0.782	1.000	0.762	0.670	0.577	0.434	0.075	0.127	0.171	0.144	0.061	0.079	0.140	0.475	0.411	0.423	0.370	0.026	0.095	0.006	0.021
party_level6_spellslots	0.001	0.008	-0.017	0.281	0.252	0.327	0.468	0.656	0.762	1.000	0.833	0.712	0.551	0.041	0.094	0.109	0.112	0.039	0.091	0.117	0.393	0.348	0.351	0.299	0.002	0.082	0.017	0.007
party_level7_spellslots	0.004	-0.023	-0.019	0.262	0.212	0.274	0.400	0.571	0.670	0.833	1.000	0.839	0.558	0.001	0.061	0.075	0.076	0.007	0.109	0.066	0.351	0.320	0.316	0.264	-0.037	0.045	0.019	0.003
party_level8_spellslots	0.004	-0.027	-0.013	0.233	0.176	0.225	0.337	0.484	0.577	0.712	0.839	1.000	0.687	-0.012	0.044	0.062	0.058	-0.004	0.095	0.047	0.310	0.280	0.281	0.229	-0.044	0.026	0.013	-0.003
party_level9_spellslots	0.000	0.000	0.000	0.163	0.116	0.150	0.248	0.358	0.434	0.551	0.558	0.687	1.000	-0.033	0.024	0.021	0.031	-0.024	0.077	0.025	0.235	0.207	0.211	0.170	-0.057	0.008	-0.019	0.027
party_size	0.007	0.510	-0.214	0.226	0.679	0.555	0.351	0.183	0.075	0.041	0.001	-0.012	-0.033	1.000	0.894	0.884	0.896	0.892	-0.218	0.880	0.633	0.496	0.610	0.822	0.869	0.895	0.214	-0.041
party_total_ac	0.010	0.497	-0.154	0.279	0.640	0.533	0.366	0.225	0.127	0.094	0.061	0.044	0.024	0.894	1.000	0.822	0.876	0.837	-0.169	0.798	0.713	0.592	0.713	0.854	0.872	0.863	0.154	-0.011
party_total_charisma	0.006	0.497	-0.148	0.196	0.713	0.605	0.429	0.264	0.171	0.109	0.075	0.062	0.021	0.884	0.822	1.000	0.823	0.788	-0.195	0.799	0.617	0.474	0.576	0.780	0.790	0.773	0.148	-0.040
party_total_constitution	0.003	0.512	-0.143	0.243	0.635	0.550	0.386	0.239	0.144	0.112	0.076	0.058	0.031	0.896	0.876	0.823	1.000	0.803	-0.221	0.808	0.659	0.558	0.691	0.815	0.860	0.833	0.143	-0.023
party_total_dexterity	0.014	0.477	-0.169	0.206	0.566	0.447	0.285	0.151	0.061	0.039	0.007	-0.004	-0.024	0.892	0.837	0.788	0.803	1.000	-0.180	0.861	0.626	0.481	0.586	0.790	0.747	0.870	0.169	-0.007
party_total_hpratio	0.009	-0.276	-0.128	-0.074	-0.077	-0.049	-0.000	0.048	0.079	0.091	0.109	0.095	0.077	-0.218	-0.169	-0.195	-0.221	-0.180	1.000	-0.200	-0.028	0.339	-0.038	-0.095	-0.227	-0.205	0.128	-0.010
party_total_intelligence	0.006	0.514	-0.125	0.184	0.639	0.549	0.381	0.235	0.140	0.117	0.066	0.047	0.025	0.880	0.798	0.799	0.808	0.861	-0.200	1.000	0.605	0.445	0.552	0.771	0.749	0.838	0.125	-0.011
party_total_level	0.002	0.338	-0.119	0.583	0.583	0.602	0.603	0.537	0.475	0.393	0.351	0.310	0.235	0.633	0.713	0.617	0.659	0.626	-0.028	0.605	1.000	0.839	0.954	0.935	0.591	0.604	0.119	0.010
party_total_postcombat_hp	0.000	0.215	-0.153	0.458	0.467	0.485	0.494	0.454	0.411	0.348	0.320	0.280	0.207	0.496	0.592	0.474	0.558	0.481	0.339	0.445	0.839	1.000	0.877	0.775	0.492	0.464	0.153	0.012
party_total_precombat_hp	-0.001	0.341	-0.104	0.567	0.522	0.534	0.532	0.477	0.423	0.351	0.316	0.281	0.211	0.610	0.713	0.576	0.691	0.586	-0.038	0.552	0.954	0.877	1.000	0.898	0.614	0.578	0.104	0.012
party_total_prof_bonus	0.005	0.435	-0.160	0.485	0.666	0.615	0.545	0.435	0.370	0.299	0.264	0.229	0.170	0.822	0.854	0.780	0.815	0.790	-0.095	0.771	0.935	0.775	0.898	1.000	0.751	0.774	0.160	-0.004
party_total_strength	0.002	0.500	-0.129	0.184	0.568	0.453	0.267	0.129	0.026	0.002	-0.037	-0.044	-0.057	0.869	0.872	0.790	0.860	0.747	-0.227	0.749	0.591	0.492	0.614	0.751	1.000	0.788	0.129	-0.032
party_total_wisdom	0.015	0.497	-0.152	0.196	0.628	0.522	0.342	0.194	0.095	0.082	0.045	0.026	0.008	0.895	0.863	0.773	0.833	0.870	-0.205	0.838	0.604	0.464	0.578	0.774	0.788	1.000	0.152	-0.031
player_monster_ratio	0.001	-0.678	-1.000	-0.112	0.144	0.109	0.054	0.032	0.006	0.017	0.019	0.013	-0.019	0.214	0.154	0.148	0.143	0.169	0.128	0.125	0.119	0.153	0.104	0.160	0.129	0.152	1.000	-0.050
start_time	0.004	0.028	0.050	-0.032	-0.024	-0.014	0.002	0.010	0.021	0.007	0.003	-0.003	0.027	-0.041	-0.011	-0.040	-0.023	-0.007	-0.010	-0.011	0.010	0.012	0.012	-0.004	-0.032	-0.031	-0.050	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Unnamed: 0	combat_id	start_time	player_ids	player_info	monsters_info	party_size	total_slots	total_max_slots	party_classes_with_level	party_total_class_composition	player_individual_hp_ratios	player_individual_ac	player_individual_prof_bonus	player_individual_strength	player_individual_dexterity	player_individual_constitution	player_individual_intelligence	player_individual_wisdom	player_individual_charisma	monster_types	monster_number	monster_total_level	party_total_level	party_level1_spellslots	party_level2_spellslots	party_level3_spellslots	party_level4_spellslots	party_level5_spellslots	party_level6_spellslots	party_level7_spellslots	party_level8_spellslots	party_level9_spellslots	party_total_ac	party_total_precombat_hp	party_total_postcombat_hp	party_total_hpratio	party_total_prof_bonus	party_total_strength	party_total_dexterity	party_total_constitution	party_total_intelligence	party_total_wisdom	party_total_charisma	player_monster_ratio	monster_player_ratio
0	1	1663969629-c5cb4fec-4e5a-4e34-8fd3-4b86d729dd80	1.663970e+09	['198813640578542210', '276755891880615063', '753313111965843135']	[{'hp_ratio': (147, 147), 'class': [('Fighter', 13)], 'slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 19, 'stats': {'prof_bonus': 5, 'strength': 20, 'dexterity': 12, 'constitution': 20, 'intelligence': 10, 'wisdom': 17, 'charisma': 10}}, {'hp_ratio': None, 'class': [('Paladin', 7), ('Fighter', 1)], 'slots': {'1': 4, '2': 3, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 4, '2': 3, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 19, 'stats': {'prof_bonus': 3, 'strength': 19, 'dexterity': 10, 'constitution': 16, 'intelligence': 9, 'wisdom': 12, 'charisma': 20}}, {'hp_ratio': (20, 58), 'class': [('Paladin', 6)], 'slots': {'1': 4, '2': 2, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 4, '2': 2, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 11, 'stats': {'prof_bonus': 3, 'strength': 16, 'dexterity': 12, 'constitution': 16, 'intelligence': 10, 'wisdom': 10, 'charisma': 20}}]	[{'monster_id': 'af27cde4-5fca-42ed-a676-3ffec286601c', 'monster_code': 'GH1', 'monster_name': 'Ghoul', 'level': 1.0}, {'monster_id': '5f73b515-afca-48fa-9b87-3f53d718cc57', 'monster_code': 'NS1', 'monster_name': 'Nightveil Specter', 'level': 10.0}, {'monster_id': 'b9b9e516-a047-4db0-922c-080060c76383', 'monster_code': 'GH1', 'monster_name': 'Ghoul', 'level': 1.0}, {'monster_id': '64f8d6c2-8c1a-4896-a0e4-7fb2f4f1f526', 'monster_code': 'WR1', 'monster_name': 'Wraith', 'level': 5.0}, {'monster_id': 'abfed520-dd1e-4d1c-af63-d0818be5d09f', 'monster_code': 'MU1', 'monster_name': 'Mummy', 'level': 3.0}, {'monster_id': 'b62e450b-07dc-4e02-a5b0-6543b4ec02a9', 'monster_code': 'GH1', 'monster_name': 'Ghoul', 'level': 1.0}, {'monster_id': '76092654-606a-4cff-9160-4944ae1c1780', 'monster_code': 'BO1', 'monster_name': 'Boneless', 'level': 1.0}, {'monster_id': '2ef9d2a7-3751-48c5-b4e5-8b2a36e9c55a', 'monster_code': 'MA1', 'monster_name': 'Manes', 'level': 0.125}, {'monster_id': '6d1d38e8-b118-4bb7-8cfe-7c356d55f519', 'monster_code': 'VR1', 'monster_name': 'Vrock', 'level': 6.0}, {'monster_id': '70f6ee1e-ab05-4879-af89-3df127b696d3', 'monster_code': 'BD1', 'monster_name': 'Bearded Devil', 'level': 3.0}, {'monster_id': '4cfa2697-e6cf-4b89-b4aa-98dbc66f93da', 'monster_code': 'YMZ1', 'monster_name': 'Yellow Musk Zombie', 'level': 0.25}]	3	{'1': 8, '2': 5, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}	{'1': 8, '2': 5, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}	[('Fighter', 13), ('Paladin', 7), ('Fighter', 1), ('Paladin', 6)]	['Fighter', 'Paladin', 'Fighter', 'Paladin']	[(147, 147), (20, 58)]	[19, 19, 11]	[5, 3, 3]	[20, 19, 16]	[12, 10, 12]	[20, 16, 16]	[10, 9, 10]	[17, 12, 10]	[10, 20, 20]	['Ghoul', 'Nightveil Specter', 'Ghoul', 'Wraith', 'Mummy', 'Ghoul', 'Boneless', 'Manes', 'Vrock', 'Bearded Devil', 'Yellow Musk Zombie']	11	31.375	27	8	5	0	0	0	0	0	0	0	49	205	167	0.814634	11	55	34	52	29	39	50	0.272727	3.666667
1	7	1667093704-73130db4-c26b-4778-a242-0b98c46adabc	1.667094e+09	['177558997848408361']	[{'hp_ratio': (0, 23), 'class': [('Warlock', 4)], 'slots': {'1': 0, '2': 2, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 0, '2': 2, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 19, 'stats': {'prof_bonus': 2, 'strength': 20, 'dexterity': 9, 'constitution': 10, 'intelligence': 12, 'wisdom': 14, 'charisma': 19}}]	[{'monster_id': '4c7d90bb-9255-44a9-aa4e-f6ffa1fa9000', 'monster_code': 'GR1', 'monster_name': 'Giant Rat', 'level': 0.125}, {'monster_id': 'b5491d16-ca83-4996-82d1-41d1ec1b7db6', 'monster_code': 'GR2', 'monster_name': 'Giant Rat', 'level': 0.125}, {'monster_id': '6ede1067-ed54-42bb-9ce2-14068477164c', 'monster_code': 'GR3', 'monster_name': 'Giant Rat', 'level': 0.125}, {'monster_id': '15406585-e135-4bde-b13a-95e9039052c4', 'monster_code': 'GR1', 'monster_name': 'Giant Rat', 'level': 0.125}, {'monster_id': 'cba094e4-cbda-4cb3-b96d-6783a378cba9', 'monster_code': 'GR3', 'monster_name': 'Giant Rat', 'level': 0.125}, {'monster_id': '535a9ef0-3c3c-4719-824c-761ee6ba0675', 'monster_code': 'SoR1', 'monster_name': 'Swarm of Rats', 'level': 0.25}, {'monster_id': '18ae3599-3f5f-434c-abf4-08985400956c', 'monster_code': 'GR1', 'monster_name': 'Giant Rat', 'level': 0.125}, {'monster_id': '5b665adc-16fb-4a81-93da-3476c692d470', 'monster_code': 'GR2', 'monster_name': 'Giant Rat', 'level': 0.125}, {'monster_id': '5369b5d1-45e9-4242-8a9b-1d4280822a1e', 'monster_code': 'GR3', 'monster_name': 'Giant Rat', 'level': 0.125}, {'monster_id': '5a49cbdf-9890-4826-bb02-98a9f60cf367', 'monster_code': 'SoR1', 'monster_name': 'Swarm of Rats', 'level': 0.25}, {'monster_id': 'f752f71e-0840-4f4c-af8e-73cd169acf8a', 'monster_code': 'GR1', 'monster_name': 'Giant Rat', 'level': 0.125}, {'monster_id': 'ff186863-f2ab-40f0-b194-8e2f4965b444', 'monster_code': 'GR2', 'monster_name': 'Giant Rat', 'level': 0.125}, {'monster_id': '62baee43-b320-414a-b2fb-1010a1635bf0', 'monster_code': 'GR3', 'monster_name': 'Giant Rat', 'level': 0.125}, {'monster_id': '0162fa37-9f5a-4be5-b820-437ef078ae4e', 'monster_code': 'SoR1', 'monster_name': 'Swarm of Rats', 'level': 0.25}, {'monster_id': 'd1084b11-b70b-4b0b-826d-ef22e6237863', 'monster_code': 'SoR2', 'monster_name': 'Swarm of Rats', 'level': 0.25}]	1	{'1': 0, '2': 2, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}	{'1': 0, '2': 2, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}	[('Warlock', 4)]	['Warlock']	[(0, 23)]	[19]	[2]	[20]	[9]	[10]	[12]	[14]	[19]	['Giant Rat', 'Giant Rat', 'Giant Rat', 'Giant Rat', 'Giant Rat', 'Swarm of Rats', 'Giant Rat', 'Giant Rat', 'Giant Rat', 'Swarm of Rats', 'Giant Rat', 'Giant Rat', 'Giant Rat', 'Swarm of Rats', 'Swarm of Rats']	15	2.375	4	0	2	0	0	0	0	0	0	0	19	23	0	0.000000	2	20	9	10	12	14	19	0.066667	15.000000
2	10	1662316101-ff0b283d-fbfe-497c-b139-2f0c0a48f0bd	1.662316e+09	['196558367709637569', '263880573407494191', '278328381340542754', '583320224080630228']	[{'hp_ratio': (133, 238), 'class': [('Fighter', 18)], 'slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 19, 'stats': {'prof_bonus': 6, 'strength': 20, 'dexterity': 8, 'constitution': 20, 'intelligence': 9, 'wisdom': 13, 'charisma': 14}}, {'hp_ratio': (116, 116), 'class': [('Blood Hunter', 16)], 'slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 17, 'stats': {'prof_bonus': 5, 'strength': 11, 'dexterity': 20, 'constitution': 12, 'intelligence': 11, 'wisdom': 18, 'charisma': 9}}, {'hp_ratio': (117, 155), 'class': [('Monk', 13), ('Cleric', 6)], 'slots': {'1': 4, '2': 3, '3': 3, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 4, '2': 3, '3': 3, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 21, 'stats': {'prof_bonus': 6, 'strength': 10, 'dexterity': 20, 'constitution': 16, 'intelligence': 9, 'wisdom': 20, 'charisma': 13}}, {'hp_ratio': None, 'class': [('Sorcerer', 16), ('Bard', 3)], 'slots': {'1': 4, '2': 3, '3': 3, '4': 3, '5': 3, '6': 2, '7': 1, '8': 1, '9': 1}, 'max_slots': {'1': 4, '2': 3, '3': 3, '4': 3, '5': 3, '6': 2, '7': 1, '8': 1, '9': 1}, 'ac': 19, 'stats': {'prof_bonus': 6, 'strength': 14, 'dexterity': 10, 'constitution': 20, 'intelligence': 8, 'wisdom': 13, 'charisma': 20}}]	[{'monster_id': '5b6213ac-cff6-416c-a8f0-784730069478', 'monster_code': 'ARD1', 'monster_name': 'Adult Red Dragon', 'level': 17.0}, {'monster_id': '27bec593-43b4-45b5-894c-59e88426f0e6', 'monster_code': 'Galileo', 'monster_name': 'Aberrant Spirit', 'level': 0.125}, {'monster_id': '9ab5e823-ad13-410d-900d-be441f25fdf4', 'monster_code': 'FG2', 'monster_name': 'Frost Giant', 'level': 8.0}, {'monster_id': '41241090-6ed8-4b07-a8a3-3b9acde4d593', 'monster_code': 'FG1', 'monster_name': 'Frost Giant', 'level': 8.0}, {'monster_id': '9d8e5263-4270-449b-8286-72980342d5ee', 'monster_code': 'BU1', 'monster_name': 'Bulette', 'level': 5.0}, {'monster_id': 'a2f438da-b6c0-4ed0-b1f3-73954c416080', 'monster_code': 'BU2', 'monster_name': 'Bulette', 'level': 5.0}, {'monster_id': 'b6c2dfcf-f5d4-47f4-a9fe-5063a5609d97', 'monster_code': 'BU3', 'monster_name': 'Bulette', 'level': 5.0}, {'monster_id': '467c09bd-9a77-472a-a881-4694e963f20a', 'monster_code': 'YRD1', 'monster_name': 'Young Red Dragon', 'level': 10.0}]	4	{'1': 8, '2': 6, '3': 6, '4': 3, '5': 3, '6': 2, '7': 1, '8': 1, '9': 1}	{'1': 8, '2': 6, '3': 6, '4': 3, '5': 3, '6': 2, '7': 1, '8': 1, '9': 1}	[('Fighter', 18), ('Blood Hunter', 16), ('Monk', 13), ('Cleric', 6), ('Sorcerer', 16), ('Bard', 3)]	['Fighter', 'Blood Hunter', 'Monk', 'Cleric', 'Sorcerer', 'Bard']	[(133, 238), (116, 116), (117, 155)]	[19, 17, 21, 19]	[6, 5, 6, 6]	[20, 11, 10, 14]	[8, 20, 20, 10]	[20, 12, 16, 20]	[9, 11, 9, 8]	[13, 18, 20, 13]	[14, 9, 13, 20]	['Adult Red Dragon', 'Aberrant Spirit', 'Frost Giant', 'Frost Giant', 'Bulette', 'Bulette', 'Bulette', 'Young Red Dragon']	8	58.125	72	8	6	6	3	3	2	1	1	1	76	509	366	0.719057	23	55	58	68	37	64	56	0.500000	2.000000
3	12	1665031867-37c024ab-8ea8-4a95-8f27-7bed6426c383	1.665032e+09	['645474316434980766']	[{'hp_ratio': (107, 107), 'class': [('Druid', 13)], 'slots': {'1': 4, '2': 3, '3': 3, '4': 3, '5': 2, '6': 1, '7': 1, '8': 0, '9': 0}, 'max_slots': {'1': 4, '2': 3, '3': 3, '4': 3, '5': 2, '6': 1, '7': 1, '8': 0, '9': 0}, 'ac': 19, 'stats': {'prof_bonus': 5, 'strength': 10, 'dexterity': 16, 'constitution': 16, 'intelligence': 10, 'wisdom': 20, 'charisma': 12}}]	[{'monster_id': 'b2cd27b1-6e9e-42cb-bd32-9babc3c733eb', 'monster_code': 'TNC1', 'monster_name': 'Tooth-N-Claw', 'level': 3.0}, {'monster_id': '82c5d818-6226-43fd-967f-caa4cce78f2b', 'monster_code': 'SPB1', 'monster_name': 'Skeletal Polar Bear', 'level': 2.0}, {'monster_id': '4c203c45-e419-4e01-bfd8-d7dbe6b220cb', 'monster_code': 'MI1', 'monster_name': 'Mimic', 'level': 2.0}, {'monster_id': '7b68f331-3930-40f6-9ea2-199df1b2ce4b', 'monster_code': 'TA1', 'monster_name': 'Tanarukk', 'level': 5.0}]	1	{'1': 4, '2': 3, '3': 3, '4': 3, '5': 2, '6': 1, '7': 1, '8': 0, '9': 0}	{'1': 4, '2': 3, '3': 3, '4': 3, '5': 2, '6': 1, '7': 1, '8': 0, '9': 0}	[('Druid', 13)]	['Druid']	[(107, 107)]	[19]	[5]	[10]	[16]	[16]	[10]	[20]	[12]	['Tooth-N-Claw', 'Skeletal Polar Bear', 'Mimic', 'Tanarukk']	4	12.000	13	4	3	3	3	2	1	1	0	0	19	107	107	1.000000	5	10	16	16	10	20	12	0.250000	4.000000
4	13	1661703086-0acbaf03-f0dc-4884-bcfd-08bc33f68191	1.661703e+09	['423192139884408071']	[{'hp_ratio': (147, 147), 'class': [('Fighter', 13)], 'slots': {'1': 0, '2': 1, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 0, '2': 1, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 22, 'stats': {'prof_bonus': 5, 'strength': 20, 'dexterity': 8, 'constitution': 20, 'intelligence': 12, 'wisdom': 13, 'charisma': 10}}]	[{'monster_id': '7c3aef0b-1606-46a7-92c9-5a43e46ab5ba', 'monster_code': 'ML1', 'monster_name': 'Mummy Lord', 'level': 15.0}]	1	{'1': 0, '2': 1, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}	{'1': 0, '2': 1, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}	[('Fighter', 13)]	['Fighter']	[(147, 147)]	[22]	[5]	[20]	[8]	[20]	[12]	[13]	[10]	['Mummy Lord']	1	15.000	13	0	1	0	0	0	0	0	0	0	22	147	147	1.000000	5	20	8	20	12	13	10	1.000000	1.000000
5	15	1668745287-8002d22f-a396-4bf1-9a64-e3e8e3688fe9	1.668745e+09	['462847866580788120', '172773523848272123', '227650240967229361', '194210523128447213']	[{'hp_ratio': (53, 76), 'class': [('Fighter', 8)], 'slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 21, 'stats': {'prof_bonus': 3, 'strength': 19, 'dexterity': 18, 'constitution': 17, 'intelligence': 12, 'wisdom': 12, 'charisma': 10}}, {'hp_ratio': (53, 53), 'class': [('Sorcerer', 9), ('Cleric', 1)], 'slots': {'1': 4, '2': 2, '3': 2, '4': 3, '5': 1, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 4, '2': 3, '3': 3, '4': 3, '5': 2, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 18, 'stats': {'prof_bonus': 4, 'strength': 9, 'dexterity': 16, 'constitution': 12, 'intelligence': 11, 'wisdom': 18, 'charisma': 20}}, {'hp_ratio': (85, 96), 'class': [('Paladin', 6), ('Sorcerer', 4)], 'slots': {'1': 1, '2': 2, '3': 2, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 4, '2': 3, '3': 3, '4': 1, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 22, 'stats': {'prof_bonus': 4, 'strength': 18, 'dexterity': 12, 'constitution': 19, 'intelligence': 9, 'wisdom': 10, 'charisma': 20}}, {'hp_ratio': (19, 21), 'class': [('Paladin', 2), ('Warlock', 1)], 'slots': {'1': 2, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 3, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 18, 'stats': {'prof_bonus': 2, 'strength': 13, 'dexterity': 16, 'constitution': 10, 'intelligence': 9, 'wisdom': 14, 'charisma': 20}}]	[{'monster_id': 'e36ab35d-ab3d-4687-8309-f73087d3e958', 'monster_code': 'GH2', 'monster_name': 'Ghoul', 'level': 1.0}, {'monster_id': 'df6af532-7377-4b10-b2de-f7e70187bbeb', 'monster_code': 'GH1', 'monster_name': 'Ghoul', 'level': 1.0}, {'monster_id': '70cd28f5-0139-4ed1-8df1-39d1725fd52c', 'monster_code': 'M1', 'monster_name': '\u200e Maurezhi', 'level': 7.0}, {'monster_id': '27b1520a-a2dd-46f3-8df6-0635d17cb227', 'monster_code': 'ZC1', 'monster_name': 'Zombie Clot', 'level': 6.0}]	4	{'1': 7, '2': 4, '3': 4, '4': 3, '5': 1, '6': 0, '7': 0, '8': 0, '9': 0}	{'1': 11, '2': 6, '3': 6, '4': 4, '5': 2, '6': 0, '7': 0, '8': 0, '9': 0}	[('Fighter', 8), ('Sorcerer', 9), ('Cleric', 1), ('Paladin', 6), ('Sorcerer', 4), ('Paladin', 2), ('Warlock', 1)]	['Fighter', 'Sorcerer', 'Cleric', 'Paladin', 'Sorcerer', 'Paladin', 'Warlock']	[(53, 76), (53, 53), (85, 96), (19, 21)]	[21, 18, 22, 18]	[3, 4, 4, 2]	[19, 9, 18, 13]	[18, 16, 12, 16]	[17, 12, 19, 10]	[12, 11, 9, 9]	[12, 18, 10, 14]	[10, 20, 20, 20]	['Ghoul', 'Ghoul', '\u200e Maurezhi', 'Zombie Clot']	4	15.000	31	7	4	4	3	1	0	0	0	0	79	246	210	0.853659	13	59	62	58	41	54	70	1.000000	1.000000
6	18	1669430529-d8660dd7-c937-4943-b368-a7038bc84b4e	1.669431e+09	['270844290287396869']	[{'hp_ratio': (183, 183), 'class': [('Druid', 20)], 'slots': {'1': 4, '2': 3, '3': 3, '4': 3, '5': 3, '6': 2, '7': 2, '8': 1, '9': 1}, 'max_slots': {'1': 4, '2': 3, '3': 3, '4': 3, '5': 3, '6': 2, '7': 2, '8': 1, '9': 1}, 'ac': 22, 'stats': {'prof_bonus': 6, 'strength': 12, 'dexterity': 14, 'constitution': 18, 'intelligence': 13, 'wisdom': 22, 'charisma': 13}}]	[{'monster_id': 'a78127f9-3425-40b0-baa3-e98d96232ac0', 'monster_code': 'ASD1', 'monster_name': 'Adult Silver Dragon', 'level': 16.0}]	1	{'1': 4, '2': 3, '3': 3, '4': 3, '5': 3, '6': 2, '7': 2, '8': 1, '9': 1}	{'1': 4, '2': 3, '3': 3, '4': 3, '5': 3, '6': 2, '7': 2, '8': 1, '9': 1}	[('Druid', 20)]	['Druid']	[(183, 183)]	[22]	[6]	[12]	[14]	[18]	[13]	[22]	[13]	['Adult Silver Dragon']	1	16.000	20	4	3	3	3	3	2	2	1	1	22	183	183	1.000000	6	12	14	18	13	22	13	1.000000	1.000000
7	19	1667705666-7304b590-ace6-45e1-bb6c-ff784927d515	1.667706e+09	['747367536164297677', '138155110007350782']	[{'hp_ratio': (14, 18), 'class': [('Barbarian', 1), ('Fighter', 1)], 'slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 11, 'stats': {'prof_bonus': 2, 'strength': 15, 'dexterity': 12, 'constitution': 10, 'intelligence': 13, 'wisdom': 8, 'charisma': 16}}, {'hp_ratio': (28, 28), 'class': [('Fighter', 3)], 'slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 18, 'stats': {'prof_bonus': 2, 'strength': 16, 'dexterity': 14, 'constitution': 15, 'intelligence': 12, 'wisdom': 14, 'charisma': 10}}]	[{'monster_id': '1f895afc-653d-42de-ba3a-76a97a160898', 'monster_code': 'GO1', 'monster_name': 'Gray Ooze', 'level': 0.5}]	2	{'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}	{'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}	[('Barbarian', 1), ('Fighter', 1), ('Fighter', 3)]	['Barbarian', 'Fighter', 'Fighter']	[(14, 18), (28, 28)]	[11, 18]	[2, 2]	[15, 16]	[12, 14]	[10, 15]	[13, 12]	[8, 14]	[16, 10]	['Gray Ooze']	1	0.500	5	0	0	0	0	0	0	0	0	0	29	46	42	0.913043	4	31	26	25	25	22	26	2.000000	0.500000
8	27	1658885575-ee4d97ac-453a-4de1-ac3d-a10dc227bb92	1.658886e+09	['127965999109502658']	[{'hp_ratio': (0, 75), 'class': [('Bard', 8)], 'slots': {'1': 4, '2': 1, '3': 3, '4': 2, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 4, '2': 3, '3': 3, '4': 2, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 19, 'stats': {'prof_bonus': 3, 'strength': 19, 'dexterity': 7, 'constitution': 18, 'intelligence': 15, 'wisdom': 15, 'charisma': 17}}]	[{'monster_id': 'c20a1c98-e82c-4906-893d-0a9ebb2ba3ef', 'monster_code': 'HO1', 'monster_name': 'Half-Ogre', 'level': 1.0}, {'monster_id': 'e074b563-a6be-4b87-8532-ae0b2782bbb9', 'monster_code': 'HO2', 'monster_name': 'Half-Ogre', 'level': 1.0}, {'monster_id': '6d0a08d1-c8f0-445d-a510-a36e343710d8', 'monster_code': 'HO3', 'monster_name': 'Half-Ogre', 'level': 1.0}, {'monster_id': '1b3b4139-47a2-45eb-a3cf-a3fd0f2f9bfa', 'monster_code': 'HO4', 'monster_name': 'Half-Ogre', 'level': 1.0}, {'monster_id': 'cdcfd1ca-1dcc-460d-a2e3-374badb50c35', 'monster_code': 'HO5', 'monster_name': 'Half-Ogre', 'level': 1.0}, {'monster_id': '5561f699-49ad-4b38-83f4-c7cd88548c74', 'monster_code': 'HO6', 'monster_name': 'Half-Ogre', 'level': 1.0}]	1	{'1': 4, '2': 1, '3': 3, '4': 2, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}	{'1': 4, '2': 3, '3': 3, '4': 2, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}	[('Bard', 8)]	['Bard']	[(0, 75)]	[19]	[3]	[19]	[7]	[18]	[15]	[15]	[17]	['Half-Ogre', 'Half-Ogre', 'Half-Ogre', 'Half-Ogre', 'Half-Ogre', 'Half-Ogre']	6	6.000	8	4	1	3	2	0	0	0	0	0	19	75	0	0.000000	3	19	7	18	15	15	17	0.166667	6.000000
9	29	1660048742-c8156212-115a-4532-b8b8-172bb9af2556	1.660049e+09	['264055759207672591']	[{'hp_ratio': (84, 84), 'class': [('Barbarian', 7), ('Fighter', 1)], 'slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 15, 'stats': {'prof_bonus': 3, 'strength': 17, 'dexterity': 14, 'constitution': 16, 'intelligence': 8, 'wisdom': 12, 'charisma': 8}}]	[{'monster_id': 'b891122f-b2bb-49db-8469-2de22f89069c', 'monster_code': 'DM1', 'monster_name': 'Drow Mage', 'level': 7.0}]	1	{'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}	{'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}	[('Barbarian', 7), ('Fighter', 1)]	['Barbarian', 'Fighter']	[(84, 84)]	[15]	[3]	[17]	[14]	[16]	[8]	[12]	[8]	['Drow Mage']	1	7.000	8	0	0	0	0	0	0	0	0	0	15	84	84	1.000000	3	17	14	16	8	12	8	1.000000	1.000000

	Unnamed: 0	combat_id	start_time	player_ids	player_info	monsters_info	party_size	total_slots	total_max_slots	party_classes_with_level	party_total_class_composition	player_individual_hp_ratios	player_individual_ac	player_individual_prof_bonus	player_individual_strength	player_individual_dexterity	player_individual_constitution	player_individual_intelligence	player_individual_wisdom	player_individual_charisma	monster_types	monster_number	monster_total_level	party_total_level	party_level1_spellslots	party_level2_spellslots	party_level3_spellslots	party_level4_spellslots	party_level5_spellslots	party_level6_spellslots	party_level7_spellslots	party_level8_spellslots	party_level9_spellslots	party_total_ac	party_total_precombat_hp	party_total_postcombat_hp	party_total_hpratio	party_total_prof_bonus	party_total_strength	party_total_dexterity	party_total_constitution	party_total_intelligence	party_total_wisdom	party_total_charisma	player_monster_ratio	monster_player_ratio
11497	24725	1666693626-0c960fed-6968-4f0d-922f-decedb03d4a1	1.666694e+09	['483720663430960073']	[{'hp_ratio': (65, 65), 'class': [('Barbarian', 5)], 'slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 17, 'stats': {'prof_bonus': 3, 'strength': 18, 'dexterity': 14, 'constitution': 20, 'intelligence': 9, 'wisdom': 12, 'charisma': 10}}]	[{'monster_id': '85295475-8742-4f59-9370-6351534792ab', 'monster_code': 'WO1', 'monster_name': 'Wolf', 'level': 0.25}]	1	{'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}	{'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}	[('Barbarian', 5)]	['Barbarian']	[(65, 65)]	[17]	[3]	[18]	[14]	[20]	[9]	[12]	[10]	['Wolf']	1	0.25	5	0	0	0	0	0	0	0	0	0	17	65	65	1.000000	3	18	14	20	9	12	10	1.000000	1.00
11498	24728	1663856173-de204b7d-4e9b-4988-9969-f9e0c9e7448f	1.663856e+09	['264055759207672591']	[{'hp_ratio': (104, 104), 'class': [('Sorcerer', 17)], 'slots': {'1': 4, '2': 3, '3': 3, '4': 3, '5': 2, '6': 1, '7': 1, '8': 1, '9': 1}, 'max_slots': {'1': 4, '2': 3, '3': 3, '4': 3, '5': 2, '6': 1, '7': 1, '8': 1, '9': 1}, 'ac': 14, 'stats': {'prof_bonus': 6, 'strength': 8, 'dexterity': 14, 'constitution': 15, 'intelligence': 10, 'wisdom': 12, 'charisma': 22}}]	[{'monster_id': 'a6488197-bc4b-4b97-afb2-f1673849c83a', 'monster_code': 'ML1', 'monster_name': 'Mummy Lord', 'level': 15.0}]	1	{'1': 4, '2': 3, '3': 3, '4': 3, '5': 2, '6': 1, '7': 1, '8': 1, '9': 1}	{'1': 4, '2': 3, '3': 3, '4': 3, '5': 2, '6': 1, '7': 1, '8': 1, '9': 1}	[('Sorcerer', 17)]	['Sorcerer']	[(104, 104)]	[14]	[6]	[8]	[14]	[15]	[10]	[12]	[22]	['Mummy Lord']	1	15.00	17	4	3	3	3	2	1	1	1	1	14	104	104	1.000000	6	8	14	15	10	12	22	1.000000	1.00
11499	24730	1662911344-dbc2f7fe-a294-4d89-84eb-6e1b4b6fee48	1.662911e+09	['483720663430960073', '316016834084314607']	[{'hp_ratio': (119, 139), 'class': [('Fighter', 15)], 'slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 19, 'stats': {'prof_bonus': 5, 'strength': 12, 'dexterity': 18, 'constitution': 16, 'intelligence': 8, 'wisdom': 14, 'charisma': 8}}, {'hp_ratio': (52, 87), 'class': [('Cleric', 13), ('Rogue', 1)], 'slots': {'1': 4, '2': 3, '3': 3, '4': 2, '5': 1, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 4, '2': 3, '3': 3, '4': 3, '5': 2, '6': 1, '7': 1, '8': 0, '9': 0}, 'ac': 18, 'stats': {'prof_bonus': 5, 'strength': 10, 'dexterity': 14, 'constitution': 12, 'intelligence': 10, 'wisdom': 20, 'charisma': 14}}]	[{'monster_id': '001344e9-a882-4ed8-9560-b8507edaa027', 'monster_code': 'RA1', 'monster_name': 'Rakshasa', 'level': 13.0}]	2	{'1': 4, '2': 3, '3': 3, '4': 2, '5': 1, '6': 0, '7': 0, '8': 0, '9': 0}	{'1': 4, '2': 3, '3': 3, '4': 3, '5': 2, '6': 1, '7': 1, '8': 0, '9': 0}	[('Fighter', 15), ('Cleric', 13), ('Rogue', 1)]	['Fighter', 'Cleric', 'Rogue']	[(119, 139), (52, 87)]	[19, 18]	[5, 5]	[12, 10]	[18, 14]	[16, 12]	[8, 10]	[14, 20]	[8, 14]	['Rakshasa']	1	13.00	29	4	3	3	2	1	0	0	0	0	37	226	171	0.756637	10	22	32	28	18	34	22	2.000000	0.50
11500	24731	1665913947-11c5c5e3-cb01-4aa2-9ad2-a7b2402d1839	1.665914e+09	['387476072085517002', '299624821276559746', '171178298810781935', '294037842287691462']	[{'hp_ratio': (89, 89), 'class': [('Druid', 4), ('Fighter', 5)], 'slots': {'1': 4, '2': 3, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 4, '2': 3, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 18, 'stats': {'prof_bonus': 4, 'strength': 20, 'dexterity': 14, 'constitution': 18, 'intelligence': 10, 'wisdom': 14, 'charisma': 10}}, {'hp_ratio': (136, 136), 'class': [('Paladin', 11)], 'slots': {'1': 4, '2': 3, '3': 3, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 4, '2': 3, '3': 3, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 18, 'stats': {'prof_bonus': 4, 'strength': 14, 'dexterity': 6, 'constitution': 19, 'intelligence': 10, 'wisdom': 14, 'charisma': 20}}, {'hp_ratio': (103, 103), 'class': [('Paladin', 9)], 'slots': {'1': 4, '2': 3, '3': 2, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 4, '2': 3, '3': 2, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 16, 'stats': {'prof_bonus': 4, 'strength': 6, 'dexterity': 14, 'constitution': 17, 'intelligence': 14, 'wisdom': 14, 'charisma': 20}}, {'hp_ratio': (113, 113), 'class': [('Barbarian', 9)], 'slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 17, 'stats': {'prof_bonus': 4, 'strength': 18, 'dexterity': 15, 'constitution': 20, 'intelligence': 5, 'wisdom': 12, 'charisma': 12}}]	[{'monster_id': 'e1343380-b38d-4bcf-9586-ff13e9da9d4e', 'monster_code': 'WE1', 'monster_name': 'Werebear', 'level': 5.0}, {'monster_id': 'd1ce467d-338f-431f-bde1-b88fb4172498', 'monster_code': 'DingoSnaps', 'monster_name': 'Dire Wolf', 'level': 1.0}, {'monster_id': '0b7e34fb-49bb-4f6e-8497-7b83dd6b64fd', 'monster_code': 'TB1', 'monster_name': 'Tree Blight', 'level': 7.0}, {'monster_id': '498a26a4-3e34-4892-af68-847fff973e91', 'monster_code': 'DD2', 'monster_name': 'Death Dog', 'level': 1.0}, {'monster_id': '41e9e436-1f27-4b4c-bd88-1952949f7183', 'monster_code': 'DD1', 'monster_name': 'Death Dog', 'level': 1.0}]	4	{'1': 12, '2': 9, '3': 5, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}	{'1': 12, '2': 9, '3': 5, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}	[('Druid', 4), ('Fighter', 5), ('Paladin', 11), ('Paladin', 9), ('Barbarian', 9)]	['Druid', 'Fighter', 'Paladin', 'Paladin', 'Barbarian']	[(89, 89), (136, 136), (103, 103), (113, 113)]	[18, 18, 16, 17]	[4, 4, 4, 4]	[20, 14, 6, 18]	[14, 6, 14, 15]	[18, 19, 17, 20]	[10, 10, 14, 5]	[14, 14, 14, 12]	[10, 20, 20, 12]	['Werebear', 'Dire Wolf', 'Tree Blight', 'Death Dog', 'Death Dog']	5	15.00	38	12	9	5	0	0	0	0	0	0	69	441	441	1.000000	16	58	49	74	39	54	62	0.800000	1.25
11501	24732	1658880890-dae21e06-b8d4-4171-ae03-aa1d6dad9909	1.658881e+09	['210939402750190034', '135977390364768782', '100524134196010098', '255701072600205226', '246089410167888447']	[{'hp_ratio': (3, 38), 'class': [('Sorcerer', 6)], 'slots': {'1': 4, '2': 3, '3': 3, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 4, '2': 3, '3': 3, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 12, 'stats': {'prof_bonus': 3, 'strength': 8, 'dexterity': 14, 'constitution': 14, 'intelligence': 10, 'wisdom': 12, 'charisma': 18}}, {'hp_ratio': (49, 49), 'class': [('Fighter', 5)], 'slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 16, 'stats': {'prof_bonus': 3, 'strength': 16, 'dexterity': 14, 'constitution': 16, 'intelligence': 10, 'wisdom': 10, 'charisma': 8}}, {'hp_ratio': (2, 28), 'class': [('Druid', 5)], 'slots': {'1': 4, '2': 3, '3': 2, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 4, '2': 3, '3': 2, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 12, 'stats': {'prof_bonus': 3, 'strength': 8, 'dexterity': 8, 'constitution': 10, 'intelligence': 16, 'wisdom': 18, 'charisma': 14}}, {'hp_ratio': (36, 59), 'class': [('Rogue', 7), ('Warlock', 1)], 'slots': {'1': 5, '2': 2, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 5, '2': 2, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 17, 'stats': {'prof_bonus': 3, 'strength': 8, 'dexterity': 18, 'constitution': 14, 'intelligence': 12, 'wisdom': 12, 'charisma': 14}}, {'hp_ratio': (7, 38), 'class': [('Rogue', 5)], 'slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 15, 'stats': {'prof_bonus': 3, 'strength': 12, 'dexterity': 18, 'constitution': 14, 'intelligence': 8, 'wisdom': 14, 'charisma': 12}}]	[{'monster_id': '1c6f923c-0a39-4af8-bf11-726f91b6d1ec', 'monster_code': 'HGS1', 'monster_name': 'Hill Giant Sergeant', 'level': 5.0}, {'monster_id': 'f216d6c6-7c33-49b2-851b-4a4bdc05f85b', 'monster_code': 'MAA1', 'monster_name': 'Martial Arts Adept', 'level': 3.0}, {'monster_id': 'c3cf6477-b132-4462-affa-75a71d306f2b', 'monster_code': 'Escar (Giant Ape)', 'monster_name': 'Giant Ape', 'level': 7.0}, {'monster_id': '1ed296d1-8aa5-4564-8414-970b9bb4751f', 'monster_code': 'DW1', 'monster_name': 'Dire Wolf', 'level': 1.0}]	5	{'1': 13, '2': 8, '3': 5, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}	{'1': 13, '2': 8, '3': 5, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}	[('Sorcerer', 6), ('Fighter', 5), ('Druid', 5), ('Rogue', 7), ('Warlock', 1), ('Rogue', 5)]	['Sorcerer', 'Fighter', 'Druid', 'Rogue', 'Warlock', 'Rogue']	[(3, 38), (49, 49), (2, 28), (36, 59), (7, 38)]	[12, 16, 12, 17, 15]	[3, 3, 3, 3, 3]	[8, 16, 8, 8, 12]	[14, 14, 8, 18, 18]	[14, 16, 10, 14, 14]	[10, 10, 16, 12, 8]	[12, 10, 18, 12, 14]	[18, 8, 14, 14, 12]	['Hill Giant Sergeant', 'Martial Arts Adept', 'Giant Ape', 'Dire Wolf']	4	16.00	29	13	8	5	0	0	0	0	0	0	72	212	97	0.457547	15	52	72	68	56	66	66	1.250000	0.80
11502	24739	1665954162-bc6d6ca5-04f4-4e62-a17e-1c501d89263a	1.665954e+09	['327601077009165698', '583320224080630228']	[{'hp_ratio': (16, 71), 'class': [('Cleric', 6), ('Paladin', 2)], 'slots': {'1': 4, '2': 3, '3': 3, '4': 1, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 4, '2': 3, '3': 3, '4': 1, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 23, 'stats': {'prof_bonus': 3, 'strength': 16, 'dexterity': 9, 'constitution': 14, 'intelligence': 12, 'wisdom': 18, 'charisma': 14}}, {'hp_ratio': (29, 93), 'class': [('Sorcerer', 6), ('Warlock', 3)], 'slots': {'1': 4, '2': 5, '3': 3, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 4, '2': 5, '3': 3, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 16, 'stats': {'prof_bonus': 4, 'strength': 16, 'dexterity': 7, 'constitution': 18, 'intelligence': 11, 'wisdom': 13, 'charisma': 18}}]	[{'monster_id': 'f3142b1a-bf34-4a60-a3f1-c793cbcc98e8', 'monster_code': 'LO1', 'monster_name': 'Lorthuun', 'level': 9.0}, {'monster_id': '953eb497-6d6f-47ac-84e3-71310313e5b8', 'monster_code': 'BH1', 'monster_name': 'Bheur Hag', 'level': 7.0}, {'monster_id': '7bf856bf-e66f-4934-af36-e2e6fa37713e', 'monster_code': 'WE1', 'monster_name': 'Werewolf', 'level': 3.0}, {'monster_id': '059764b7-aae9-4e83-8870-188eb5a6c817', 'monster_code': 'WE3', 'monster_name': 'Werewolf', 'level': 3.0}, {'monster_id': '4a8d1ba2-071f-408c-acf6-a864eb3151cd', 'monster_code': 'WE2', 'monster_name': 'Werewolf', 'level': 3.0}, {'monster_id': 'b1f55445-9a20-45ac-9d71-8565f68837fc', 'monster_code': 'BH2', 'monster_name': 'Bheur Hag', 'level': 7.0}]	2	{'1': 8, '2': 8, '3': 6, '4': 1, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}	{'1': 8, '2': 8, '3': 6, '4': 1, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}	[('Cleric', 6), ('Paladin', 2), ('Sorcerer', 6), ('Warlock', 3)]	['Cleric', 'Paladin', 'Sorcerer', 'Warlock']	[(16, 71), (29, 93)]	[23, 16]	[3, 4]	[16, 16]	[9, 7]	[14, 18]	[12, 11]	[18, 13]	[14, 18]	['Lorthuun', 'Bheur Hag', 'Werewolf', 'Werewolf', 'Werewolf', 'Bheur Hag']	6	32.00	17	8	8	6	1	0	0	0	0	0	39	164	45	0.274390	7	32	16	32	23	31	32	0.333333	3.00
11503	24741	1659572808-af3fa737-e136-4a40-8ea9-e2261a837028	1.659573e+09	['192437459265741711']	[{'hp_ratio': (35, 66), 'class': [('Druid', 9)], 'slots': {'1': 4, '2': 3, '3': 3, '4': 2, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 4, '2': 3, '3': 3, '4': 3, '5': 1, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 14, 'stats': {'prof_bonus': 4, 'strength': 8, 'dexterity': 15, 'constitution': 15, 'intelligence': 12, 'wisdom': 17, 'charisma': 10}}]	[{'monster_id': 'c3a425bc-3c88-4ecc-bde4-bb39089ba81b', 'monster_code': 'DM1', 'monster_name': 'Drow Mage', 'level': 7.0}, {'monster_id': '1f8d01bd-d42d-49b7-985f-c9e891f1b278', 'monster_code': 'DM2', 'monster_name': 'Drow Mage', 'level': 7.0}]	1	{'1': 4, '2': 3, '3': 3, '4': 2, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}	{'1': 4, '2': 3, '3': 3, '4': 3, '5': 1, '6': 0, '7': 0, '8': 0, '9': 0}	[('Druid', 9)]	['Druid']	[(35, 66)]	[14]	[4]	[8]	[15]	[15]	[12]	[17]	[10]	['Drow Mage', 'Drow Mage']	2	14.00	9	4	3	3	2	0	0	0	0	0	14	66	35	0.530303	4	8	15	15	12	17	10	0.500000	2.00
11504	24742	1657459772-153e81c5-dac8-4fba-8eb4-ffe4cac77324	1.657460e+09	['272418698260843555']	[{'hp_ratio': (118, 118), 'class': [('Bard', 13), ('Wizard', 4)], 'slots': {'1': 4, '2': 3, '3': 3, '4': 3, '5': 2, '6': 1, '7': 1, '8': 1, '9': 1}, 'max_slots': {'1': 4, '2': 3, '3': 3, '4': 3, '5': 2, '6': 1, '7': 1, '8': 1, '9': 1}, 'ac': 17, 'stats': {'prof_bonus': 6, 'strength': 8, 'dexterity': 14, 'constitution': 15, 'intelligence': 14, 'wisdom': 10, 'charisma': 18}}]	[{'monster_id': '0676a257-99fc-4c38-8590-7c41f5ba89d4', 'monster_code': 'DA1', 'monster_name': 'Drow Arachnomancer', 'level': 13.0}]	1	{'1': 4, '2': 3, '3': 3, '4': 3, '5': 2, '6': 1, '7': 1, '8': 1, '9': 1}	{'1': 4, '2': 3, '3': 3, '4': 3, '5': 2, '6': 1, '7': 1, '8': 1, '9': 1}	[('Bard', 13), ('Wizard', 4)]	['Bard', 'Wizard']	[(118, 118)]	[17]	[6]	[8]	[14]	[15]	[14]	[10]	[18]	['Drow Arachnomancer']	1	13.00	17	4	3	3	3	2	1	1	1	1	17	118	118	1.000000	6	8	14	15	14	10	18	1.000000	1.00
11505	24744	1663407358-31b3ea2e-a322-4099-a9af-2203f91016f6	1.663407e+09	['240184232026852789']	[{'hp_ratio': (1, 1), 'class': [('Warlock', 5)], 'slots': {'1': 0, '2': 0, '3': 2, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 0, '2': 0, '3': 2, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 14, 'stats': {'prof_bonus': 3, 'strength': 10, 'dexterity': 16, 'constitution': 4, 'intelligence': 12, 'wisdom': 13, 'charisma': 16}}]	[{'monster_id': 'b398e3f8-9cc9-418f-82b0-302868a86974', 'monster_code': 'EN1', 'monster_name': 'Enchanter', 'level': 5.0}]	1	{'1': 0, '2': 0, '3': 2, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}	{'1': 0, '2': 0, '3': 2, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}	[('Warlock', 5)]	['Warlock']	[(1, 1)]	[14]	[3]	[10]	[16]	[4]	[12]	[13]	[16]	['Enchanter']	1	5.00	5	0	0	2	0	0	0	0	0	0	14	1	1	1.000000	3	10	16	4	12	13	16	1.000000	1.00
11506	24746	1653992263-deaab307-016b-4333-a128-2545f45f65d7	1.653992e+09	['953724609069143706', '545114601377345713', '237798397612976487', '142132146288109043']	[{'hp_ratio': (57, 57), 'class': [('Paladin', 4), ('Warlock', 3)], 'slots': {'1': 3, '2': 2, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 3, '2': 2, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 19, 'stats': {'prof_bonus': 3, 'strength': 15, 'dexterity': 13, 'constitution': 14, 'intelligence': 11, 'wisdom': 12, 'charisma': 20}}, {'hp_ratio': (44, 44), 'class': [('Paladin', 5)], 'slots': {'1': 4, '2': 2, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 4, '2': 2, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 21, 'stats': {'prof_bonus': 3, 'strength': 15, 'dexterity': 9, 'constitution': 14, 'intelligence': 9, 'wisdom': 14, 'charisma': 16}}, {'hp_ratio': (51, 51), 'class': [('Bard', 4), ('Cleric', 2)], 'slots': {'1': 4, '2': 3, '3': 3, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 4, '2': 3, '3': 3, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 21, 'stats': {'prof_bonus': 3, 'strength': 15, 'dexterity': 10, 'constitution': 16, 'intelligence': 9, 'wisdom': 16, 'charisma': 16}}, {'hp_ratio': (44, 44), 'class': [('Rogue', 4), ('Ranger', 1)], 'slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'max_slots': {'1': 0, '2': 0, '3': 0, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}, 'ac': 16, 'stats': {'prof_bonus': 3, 'strength': 7, 'dexterity': 20, 'constitution': 16, 'intelligence': 12, 'wisdom': 13, 'charisma': 11}}]	[{'monster_id': '2b38b84c-1ac7-4c93-a8b3-ee86f46473e6', 'monster_code': 'Death', 'monster_name': 'Commoner', 'level': 0.0}]	4	{'1': 11, '2': 7, '3': 3, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}	{'1': 11, '2': 7, '3': 3, '4': 0, '5': 0, '6': 0, '7': 0, '8': 0, '9': 0}	[('Paladin', 4), ('Warlock', 3), ('Paladin', 5), ('Bard', 4), ('Cleric', 2), ('Rogue', 4), ('Ranger', 1)]	['Paladin', 'Warlock', 'Paladin', 'Bard', 'Cleric', 'Rogue', 'Ranger']	[(57, 57), (44, 44), (51, 51), (44, 44)]	[19, 21, 21, 16]	[3, 3, 3, 3]	[15, 15, 15, 7]	[13, 9, 10, 20]	[14, 14, 16, 16]	[11, 9, 9, 12]	[12, 14, 16, 13]	[20, 16, 16, 11]	['Commoner']	1	0.00	23	11	7	3	0	0	0	0	0	0	77	196	196	1.000000	12	52	52	60	41	55	63	4.000000	0.25

Overview

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(unknown)

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(unknown)

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